Tarea 2. Análisis de Factores
René Rosado G 137085
15 de febrero de 2019
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Análisis con 1 factor
tipo = readxl::read_xls('d:/Users/rene.rosado/Desktop/est46114_s06_data.xls')
#Generamos 10 mil sumulaciones para tener el posterior
M.sim <- 10000
M.burn <- 500
posterior <- MCMCfactanal(~.,
factors=1,
verbose=0, store.scores=FALSE,
lambda.constraints=list(EU12=list(1,0),
Nicaragua =list(1,0)),
a0=1, b0=0.15,
data=tipo[,-1],
burnin=M.burn, mcmc=M.sim, thin=20)Cadenas
Resumen
##
## Iterations = 501:10481
## Thinning interval = 20
## Number of chains = 1
## Sample size per chain = 500
##
## 1. Empirical mean and standard deviation for each variable,
## plus standard error of the mean:
##
## Mean SD Naive SE Time-series SE
## LambdaCanada_1 -0.662787 0.043958 0.0019659 0.0035686
## LambdaMexico_1 -0.246552 0.048857 0.0021849 0.0021849
## LambdaGuatemala_1 -0.457284 0.048454 0.0021669 0.0025551
## Lambda`El Salvador`_1 0.996363 0.038060 0.0017021 0.0043584
## LambdaHonduras_1 -0.664003 0.046177 0.0020651 0.0026906
## Lambda`Costa Rica`_1 -0.778851 0.046261 0.0020688 0.0035839
## LambdaPanama_1 -1.077689 0.036242 0.0016208 0.0044900
## LambdaJamaica_1 -0.623859 0.048771 0.0021811 0.0030533
## Lambda`Dominican Rep`_1 -0.729074 0.045715 0.0020444 0.0037472
## Lambda`Trin/Tobago`_1 0.187549 0.051812 0.0023171 0.0023171
## LambdaColombia_1 -0.758717 0.044094 0.0019719 0.0032754
## LambdaVenezuela_1 -0.426692 0.048076 0.0021500 0.0026554
## LambdaEcuador_1 -0.801018 0.044925 0.0020091 0.0044585
## LambdaPeru_1 0.908719 0.040859 0.0018273 0.0042017
## LambdaChile_1 -0.887106 0.041026 0.0018348 0.0035754
## LambdaBrazil_1 -0.871142 0.041479 0.0018550 0.0052044
## LambdaParaguay_1 -0.913977 0.040312 0.0018028 0.0054609
## LambdaUruguay_1 -0.058908 0.050598 0.0022628 0.0022628
## LambdaArgentina_1 -0.659054 0.044599 0.0019945 0.0035236
## LambdaSweden_1 -0.579862 0.045965 0.0020556 0.0026477
## LambdaNorway_1 0.062372 0.051471 0.0023019 0.0023019
## LambdaFinland_1 -0.154994 0.052208 0.0023348 0.0023348
## LambdaDenmark_1 0.291091 0.048519 0.0021698 0.0021698
## LambdaU.K._1 0.571886 0.048125 0.0021522 0.0030321
## LambdaIreland_1 0.373830 0.048437 0.0021662 0.0035841
## LambdaLuxembourg_1 -0.065439 0.051943 0.0023230 0.0023230
## LambdaNetherlands_1 0.053513 0.052456 0.0023459 0.0023459
## LambdaFrance_1 -0.075493 0.051915 0.0023217 0.0025535
## LambdaGermany_1 -0.047005 0.049548 0.0022158 0.0022158
## LambdaAustria_1 0.384344 0.049108 0.0021962 0.0021962
## Lambda`Czech Rep`_1 -0.181550 0.051265 0.0022926 0.0023071
## LambdaHungary_1 0.753890 0.045093 0.0020166 0.0042675
## LambdaSwitzerland_1 0.498925 0.047377 0.0021187 0.0025260
## LambdaPoland_1 -0.652868 0.046524 0.0020806 0.0033567
## LambdaRussia_1 0.019704 0.050822 0.0022728 0.0022728
## LambdaSpain_1 0.419982 0.048557 0.0021715 0.0021715
## LambdaPortugal_1 0.477104 0.048521 0.0021699 0.0021699
## LambdaItaly_1 0.172684 0.052531 0.0023493 0.0023493
## LambdaGreece_1 0.307175 0.049724 0.0022237 0.0027965
## LambdaTurkey_1 -0.308706 0.048931 0.0021883 0.0021883
## LambdaSyria_1 1.000273 0.036759 0.0016439 0.0043995
## LambdaIsrael_1 -0.265639 0.049594 0.0022179 0.0022179
## LambdaJordan_1 -0.922402 0.042562 0.0019034 0.0048283
## LambdaKuwait_1 -0.965814 0.039663 0.0017738 0.0040865
## Lambda`Saudi Arabia`_1 -1.087896 0.036383 0.0016271 0.0049082
## LambdaIndia_1 -1.038329 0.037530 0.0016784 0.0042189
## LambdaPakistan_1 -1.057657 0.037717 0.0016868 0.0049274
## LambdaBangladesh_1 -0.979607 0.037724 0.0016871 0.0039226
## Lambda`Sri Lanka`_1 -0.719055 0.042389 0.0018957 0.0032647
## LambdaThailand_1 -0.895884 0.040992 0.0018332 0.0038088
## LambdaMalaysia_1 -1.014671 0.037360 0.0016708 0.0038450
## LambdaSingapore_1 -0.312132 0.047400 0.0021198 0.0021198
## LambdaIndonesia_1 -0.904696 0.041914 0.0018745 0.0050614
## LambdaPhilippines_1 -0.704238 0.045361 0.0020286 0.0030041
## Lambda`China,PR`_1 -1.037901 0.038524 0.0017228 0.0052136
## LambdaKorea_1 -0.402203 0.048653 0.0021758 0.0023928
## Lambda`Hong Kong`_1 -0.456435 0.046730 0.0020898 0.0020898
## LambdaTaiwan_1 0.106563 0.051883 0.0023203 0.0021724
## LambdaJapan_1 0.685140 0.044518 0.0019909 0.0029659
## LambdaAustralia_1 -0.536798 0.049051 0.0021936 0.0027660
## Lambda`New Zealand`_1 0.007579 0.051537 0.0023048 0.0023048
## LambdaMorocco_1 -0.807796 0.045351 0.0020281 0.0039322
## LambdaAlgeria_1 -0.929713 0.040570 0.0018143 0.0037800
## LambdaTunisia_1 -0.839984 0.042973 0.0019218 0.0031379
## LambdaEgypt_1 -0.671019 0.044350 0.0019834 0.0034363
## LambdaCameroon_1 -0.400017 0.049319 0.0022056 0.0028468
## LambdaSenegal_1 -0.825940 0.041179 0.0018416 0.0039905
## Lambda`Sierra Leone`_1 -0.885029 0.041848 0.0018715 0.0046012
## Lambda`Cote d'Ivoire`_1 -0.400053 0.048181 0.0021547 0.0033744
## LambdaGhana_1 -0.919649 0.040650 0.0018179 0.0038666
## LambdaNigeria_1 -0.766795 0.045987 0.0020566 0.0044883
## LambdaBenin_1 -0.700926 0.043168 0.0019305 0.0028444
## LambdaCongo_1 0.690867 0.045393 0.0020300 0.0029393
## LambdaKenya_1 -0.141117 0.048487 0.0021684 0.0021684
## LambdaTanzania_1 -0.904988 0.041588 0.0018599 0.0043696
## LambdaMozambique_1 -1.038439 0.037642 0.0016834 0.0053599
## Lambda`South Africa`_1 -0.824301 0.043436 0.0019425 0.0037291
## LambdaZambia_1 -0.351162 0.047868 0.0021407 0.0021407
## PsiCanada 0.640715 0.041603 0.0018606 0.0018606
## PsiMexico 0.956274 0.061009 0.0027284 0.0027284
## PsiGuatemala 0.822980 0.053037 0.0023719 0.0023719
## Psi`El Salvador` 0.183827 0.012378 0.0005535 0.0005235
## PsiHonduras 0.638651 0.041505 0.0018562 0.0018562
## PsiNicaragua 0.995547 0.062601 0.0027996 0.0027996
## Psi`Costa Rica` 0.506460 0.034577 0.0015463 0.0015463
## PsiPanama 0.045327 0.003911 0.0001749 0.0001749
## PsiJamaica 0.678168 0.043767 0.0019573 0.0018285
## Psi`Dominican Rep` 0.564821 0.035042 0.0015671 0.0017375
## Psi`Trin/Tobago` 0.973616 0.060773 0.0027178 0.0033494
## PsiColombia 0.534170 0.033099 0.0014802 0.0014802
## PsiVenezuela 0.847776 0.052781 0.0023604 0.0025992
## PsiEcuador 0.475087 0.031721 0.0014186 0.0014186
## PsiPeru 0.322070 0.020585 0.0009206 0.0009206
## PsiChile 0.352964 0.022597 0.0010105 0.0009312
## PsiBrazil 0.375244 0.024239 0.0010840 0.0010068
## PsiParaguay 0.315503 0.021006 0.0009394 0.0009394
## PsiUruguay 1.004627 0.064114 0.0028673 0.0028673
## PsiArgentina 0.645463 0.040595 0.0018155 0.0018155
## PsiEU12 1.000491 0.061814 0.0027644 0.0027644
## PsiSweden 0.720032 0.045359 0.0020285 0.0022366
## PsiNorway 1.001485 0.061302 0.0027415 0.0027415
## PsiFinland 0.981498 0.059376 0.0026554 0.0025817
## PsiDenmark 0.931202 0.057649 0.0025781 0.0021894
## PsiU.K. 0.732236 0.047956 0.0021447 0.0020029
## PsiIreland 0.884978 0.054432 0.0024343 0.0024343
## PsiLuxembourg 1.002349 0.063602 0.0028444 0.0028444
## PsiNetherlands 0.994426 0.065076 0.0029103 0.0029103
## PsiFrance 0.998614 0.063274 0.0028297 0.0035564
## PsiGermany 1.001927 0.065326 0.0029215 0.0029215
## PsiAustria 0.881203 0.053914 0.0024111 0.0024111
## Psi`Czech Rep` 0.975658 0.063703 0.0028489 0.0028489
## PsiHungary 0.531798 0.034333 0.0015354 0.0020012
## PsiSwitzerland 0.800437 0.053390 0.0023877 0.0023877
## PsiPoland 0.649468 0.043220 0.0019329 0.0019329
## PsiRussia 1.003366 0.062164 0.0027801 0.0027801
## PsiSpain 0.860673 0.056091 0.0025085 0.0025085
## PsiPortugal 0.819198 0.052718 0.0023576 0.0023576
## PsiItaly 0.978103 0.063931 0.0028591 0.0028591
## PsiGreece 0.922543 0.061096 0.0027323 0.0027323
## PsiTurkey 0.925295 0.058079 0.0025974 0.0025974
## PsiSyria 0.178838 0.012134 0.0005427 0.0005427
## PsiIsrael 0.941276 0.062564 0.0027979 0.0025956
## PsiJordan 0.301504 0.020150 0.0009011 0.0009011
## PsiKuwait 0.231838 0.015982 0.0007147 0.0006579
## Psi`Saudi Arabia` 0.027495 0.002697 0.0001206 0.0001309
## PsiIndia 0.114281 0.007682 0.0003436 0.0003436
## PsiPakistan 0.080812 0.005659 0.0002531 0.0002531
## PsiBangladesh 0.209224 0.013835 0.0006187 0.0005386
## Psi`Sri Lanka` 0.581490 0.038810 0.0017356 0.0016985
## PsiThailand 0.341389 0.022094 0.0009881 0.0009881
## PsiMalaysia 0.155493 0.010844 0.0004850 0.0004850
## PsiSingapore 0.925991 0.059151 0.0026453 0.0026453
## PsiIndonesia 0.328134 0.021210 0.0009485 0.0009485
## PsiPhilippines 0.594223 0.039229 0.0017544 0.0017544
## Psi`China,PR` 0.116816 0.007748 0.0003465 0.0003465
## PsiKorea 0.873261 0.053703 0.0024017 0.0024017
## Psi`Hong Kong` 0.829924 0.054120 0.0024203 0.0024203
## PsiTaiwan 0.992930 0.063467 0.0028383 0.0028383
## PsiJapan 0.616378 0.040189 0.0017973 0.0016069
## PsiAustralia 0.761735 0.049965 0.0022345 0.0022345
## Psi`New Zealand` 1.007341 0.062823 0.0028095 0.0026172
## PsiMorocco 0.462499 0.028606 0.0012793 0.0012793
## PsiAlgeria 0.291758 0.020232 0.0009048 0.0009048
## PsiTunisia 0.418161 0.027619 0.0012352 0.0012352
## PsiEgypt 0.632213 0.039325 0.0017587 0.0019401
## PsiCameroon 0.870603 0.052812 0.0023618 0.0023618
## PsiSenegal 0.439598 0.030302 0.0013552 0.0014972
## Psi`Sierra Leone` 0.358565 0.022905 0.0010244 0.0010244
## Psi`Cote d'Ivoire` 0.868601 0.056751 0.0025380 0.0021364
## PsiGhana 0.307201 0.020930 0.0009360 0.0010727
## PsiNigeria 0.515049 0.034470 0.0015415 0.0015415
## PsiBenin 0.597856 0.037393 0.0016723 0.0016723
## PsiCongo 0.610180 0.041850 0.0018716 0.0018716
## PsiKenya 0.983511 0.062183 0.0027809 0.0027809
## PsiTanzania 0.330068 0.020996 0.0009390 0.0009390
## PsiMozambique 0.115814 0.007928 0.0003545 0.0003545
## Psi`South Africa` 0.447386 0.028450 0.0012723 0.0012723
## PsiZambia 0.895253 0.056794 0.0025399 0.0025399
##
## 2. Quantiles for each variable:
##
## 2.5% 25% 50% 75% 97.5%
## LambdaCanada_1 -0.747497 -0.69247 -0.661425 -0.63399 -0.57918
## LambdaMexico_1 -0.334088 -0.28276 -0.246911 -0.21661 -0.14532
## LambdaGuatemala_1 -0.557326 -0.48900 -0.453200 -0.42406 -0.36869
## Lambda`El Salvador`_1 0.927589 0.96972 0.993688 1.02059 1.07527
## LambdaHonduras_1 -0.748482 -0.69505 -0.665129 -0.63152 -0.57773
## Lambda`Costa Rica`_1 -0.867053 -0.80882 -0.776385 -0.74378 -0.69602
## LambdaPanama_1 -1.148865 -1.10095 -1.077329 -1.05343 -1.01137
## LambdaJamaica_1 -0.725597 -0.65440 -0.623194 -0.59066 -0.53714
## Lambda`Dominican Rep`_1 -0.816714 -0.75908 -0.727738 -0.69694 -0.64264
## Lambda`Trin/Tobago`_1 0.092528 0.15035 0.187613 0.22376 0.28270
## LambdaColombia_1 -0.844264 -0.78638 -0.758779 -0.72973 -0.67064
## LambdaVenezuela_1 -0.517057 -0.46026 -0.423914 -0.39399 -0.33834
## LambdaEcuador_1 -0.887346 -0.83109 -0.802460 -0.77195 -0.71141
## LambdaPeru_1 0.832734 0.87953 0.908271 0.93484 0.99009
## LambdaChile_1 -0.960889 -0.91741 -0.887019 -0.85705 -0.81021
## LambdaBrazil_1 -0.949173 -0.89834 -0.870101 -0.84444 -0.78999
## LambdaParaguay_1 -0.996422 -0.94118 -0.914908 -0.88533 -0.84228
## LambdaUruguay_1 -0.152452 -0.09154 -0.057061 -0.02503 0.04021
## LambdaArgentina_1 -0.744864 -0.68776 -0.658970 -0.62881 -0.57074
## LambdaSweden_1 -0.674032 -0.60810 -0.578068 -0.55027 -0.48658
## LambdaNorway_1 -0.040570 0.02922 0.062275 0.09761 0.15830
## LambdaFinland_1 -0.249710 -0.19400 -0.156065 -0.11981 -0.04845
## LambdaDenmark_1 0.200083 0.25942 0.288066 0.32534 0.38823
## LambdaU.K._1 0.482499 0.54319 0.571478 0.60235 0.66801
## LambdaIreland_1 0.276359 0.34282 0.373795 0.40542 0.46641
## LambdaLuxembourg_1 -0.162978 -0.10051 -0.066516 -0.02867 0.03400
## LambdaNetherlands_1 -0.051388 0.01900 0.051751 0.08618 0.15648
## LambdaFrance_1 -0.177513 -0.11124 -0.074648 -0.04004 0.02444
## LambdaGermany_1 -0.142476 -0.07922 -0.044335 -0.01722 0.05045
## LambdaAustria_1 0.280381 0.35337 0.383895 0.41775 0.47941
## Lambda`Czech Rep`_1 -0.288364 -0.21412 -0.181885 -0.15005 -0.08380
## LambdaHungary_1 0.660571 0.72410 0.751730 0.78360 0.83997
## LambdaSwitzerland_1 0.408309 0.46351 0.499967 0.53188 0.59054
## LambdaPoland_1 -0.743874 -0.68204 -0.652393 -0.62220 -0.56301
## LambdaRussia_1 -0.076730 -0.01426 0.020410 0.05505 0.11608
## LambdaSpain_1 0.322629 0.38839 0.419364 0.45237 0.51781
## LambdaPortugal_1 0.381809 0.44345 0.479568 0.50931 0.57534
## LambdaItaly_1 0.065795 0.13599 0.172225 0.20704 0.27550
## LambdaGreece_1 0.211757 0.27253 0.308187 0.34252 0.40336
## LambdaTurkey_1 -0.401754 -0.33916 -0.309860 -0.27286 -0.22220
## LambdaSyria_1 0.937272 0.97481 0.996719 1.02558 1.07815
## LambdaIsrael_1 -0.361487 -0.29565 -0.266474 -0.23331 -0.17324
## LambdaJordan_1 -1.002878 -0.95068 -0.922307 -0.89444 -0.84408
## LambdaKuwait_1 -1.042251 -0.99299 -0.965316 -0.93831 -0.89289
## Lambda`Saudi Arabia`_1 -1.157660 -1.11154 -1.086077 -1.06335 -1.02365
## LambdaIndia_1 -1.112932 -1.06353 -1.035486 -1.01440 -0.96880
## LambdaPakistan_1 -1.131827 -1.08079 -1.055816 -1.03284 -0.98870
## LambdaBangladesh_1 -1.060705 -1.00445 -0.978688 -0.95297 -0.90648
## Lambda`Sri Lanka`_1 -0.808031 -0.74393 -0.717090 -0.69183 -0.63884
## LambdaThailand_1 -0.970023 -0.92336 -0.895548 -0.86915 -0.81173
## LambdaMalaysia_1 -1.093127 -1.03786 -1.012969 -0.98913 -0.94881
## LambdaSingapore_1 -0.398766 -0.34461 -0.313030 -0.28394 -0.22217
## LambdaIndonesia_1 -0.991020 -0.93044 -0.901569 -0.87626 -0.82980
## LambdaPhilippines_1 -0.791775 -0.73556 -0.704786 -0.67190 -0.61838
## Lambda`China,PR`_1 -1.114619 -1.06272 -1.037694 -1.01149 -0.96646
## LambdaKorea_1 -0.491023 -0.43644 -0.402906 -0.37035 -0.30368
## Lambda`Hong Kong`_1 -0.553659 -0.48687 -0.452657 -0.42808 -0.36778
## LambdaTaiwan_1 0.001263 0.07236 0.104403 0.14380 0.20263
## LambdaJapan_1 0.602553 0.65628 0.684101 0.71261 0.77810
## LambdaAustralia_1 -0.636160 -0.57082 -0.531324 -0.50337 -0.44322
## Lambda`New Zealand`_1 -0.102449 -0.02481 0.007936 0.04028 0.11225
## LambdaMorocco_1 -0.900994 -0.83498 -0.808270 -0.77842 -0.71385
## LambdaAlgeria_1 -1.018238 -0.95577 -0.927046 -0.90365 -0.85775
## LambdaTunisia_1 -0.926933 -0.86770 -0.842140 -0.80791 -0.75979
## LambdaEgypt_1 -0.764141 -0.70161 -0.670215 -0.64216 -0.58987
## LambdaCameroon_1 -0.500712 -0.43204 -0.396973 -0.36934 -0.30862
## LambdaSenegal_1 -0.908033 -0.85331 -0.825043 -0.79691 -0.74216
## Lambda`Sierra Leone`_1 -0.977569 -0.91237 -0.882970 -0.85640 -0.81359
## Lambda`Cote d'Ivoire`_1 -0.498875 -0.43018 -0.399990 -0.36988 -0.31116
## LambdaGhana_1 -0.999780 -0.94782 -0.919595 -0.89096 -0.84002
## LambdaNigeria_1 -0.868341 -0.79342 -0.764988 -0.73565 -0.68319
## LambdaBenin_1 -0.782778 -0.73154 -0.699373 -0.67233 -0.61672
## LambdaCongo_1 0.604182 0.65982 0.690115 0.71870 0.77986
## LambdaKenya_1 -0.242946 -0.17195 -0.139949 -0.10999 -0.04230
## LambdaTanzania_1 -0.990414 -0.93108 -0.904547 -0.87864 -0.82652
## LambdaMozambique_1 -1.111046 -1.06308 -1.038015 -1.01310 -0.96599
## Lambda`South Africa`_1 -0.915811 -0.85113 -0.821649 -0.79422 -0.74668
## LambdaZambia_1 -0.444661 -0.38322 -0.352742 -0.31678 -0.25428
## PsiCanada 0.567635 0.61090 0.639069 0.66712 0.72783
## PsiMexico 0.848828 0.91416 0.952051 0.99544 1.08195
## PsiGuatemala 0.719583 0.78643 0.822164 0.85661 0.92977
## Psi`El Salvador` 0.161172 0.17600 0.182677 0.19171 0.21061
## PsiHonduras 0.562470 0.61072 0.637606 0.66353 0.72671
## PsiNicaragua 0.876004 0.95066 0.995138 1.03709 1.12302
## Psi`Costa Rica` 0.446088 0.48104 0.505538 0.53093 0.58093
## PsiPanama 0.038269 0.04261 0.045204 0.04779 0.05368
## PsiJamaica 0.596741 0.64676 0.675801 0.70777 0.76752
## Psi`Dominican Rep` 0.498853 0.54118 0.566762 0.58790 0.63210
## Psi`Trin/Tobago` 0.861980 0.93066 0.968364 1.00992 1.10165
## PsiColombia 0.471749 0.51047 0.533647 0.55473 0.59853
## PsiVenezuela 0.753005 0.81042 0.844459 0.88108 0.95758
## PsiEcuador 0.416060 0.45468 0.474044 0.49467 0.54393
## PsiPeru 0.282429 0.30745 0.321566 0.33577 0.36397
## PsiChile 0.312837 0.33731 0.352387 0.36638 0.40379
## PsiBrazil 0.331907 0.35898 0.374212 0.39100 0.42376
## PsiParaguay 0.274412 0.30037 0.315390 0.32954 0.35699
## PsiUruguay 0.887856 0.95644 1.002953 1.04510 1.14187
## PsiArgentina 0.566266 0.61974 0.642162 0.67239 0.72767
## PsiEU12 0.888280 0.95582 0.995919 1.04093 1.12053
## PsiSweden 0.639533 0.68833 0.715894 0.74830 0.81699
## PsiNorway 0.898463 0.95532 0.999249 1.03667 1.12896
## PsiFinland 0.861779 0.94062 0.977578 1.02364 1.09290
## PsiDenmark 0.830486 0.89302 0.926810 0.96762 1.05004
## PsiU.K. 0.643393 0.69764 0.731105 0.76411 0.82984
## PsiIreland 0.771600 0.85033 0.881904 0.91900 1.00104
## PsiLuxembourg 0.893885 0.95661 1.000982 1.04574 1.12854
## PsiNetherlands 0.880438 0.95194 0.989797 1.03314 1.13715
## PsiFrance 0.886337 0.95277 0.995266 1.04223 1.12182
## PsiGermany 0.882634 0.95327 0.999513 1.05034 1.12201
## PsiAustria 0.784823 0.84323 0.880209 0.91509 0.98749
## Psi`Czech Rep` 0.863650 0.92800 0.973865 1.01731 1.10121
## PsiHungary 0.464918 0.50710 0.530684 0.55717 0.59866
## PsiSwitzerland 0.706391 0.76450 0.797005 0.83230 0.90967
## PsiPoland 0.572576 0.61741 0.648098 0.67608 0.73877
## PsiRussia 0.880854 0.95927 0.998966 1.04068 1.13925
## PsiSpain 0.763285 0.81998 0.857852 0.89843 0.97718
## PsiPortugal 0.724016 0.78067 0.820868 0.85792 0.91814
## PsiItaly 0.867761 0.93491 0.969642 1.02113 1.11211
## PsiGreece 0.814048 0.88021 0.917937 0.96064 1.05497
## PsiTurkey 0.825359 0.88597 0.924719 0.96104 1.04903
## PsiSyria 0.158405 0.17026 0.178305 0.18642 0.20712
## PsiIsrael 0.822924 0.90154 0.938143 0.97816 1.07482
## PsiJordan 0.267793 0.28724 0.300193 0.31519 0.34484
## PsiKuwait 0.202076 0.22135 0.231215 0.24139 0.26648
## Psi`Saudi Arabia` 0.022475 0.02557 0.027430 0.02932 0.03306
## PsiIndia 0.100450 0.10875 0.114073 0.11920 0.13057
## PsiPakistan 0.069847 0.07682 0.080813 0.08452 0.09276
## PsiBangladesh 0.184715 0.19948 0.208820 0.21675 0.24024
## Psi`Sri Lanka` 0.509154 0.55574 0.579465 0.60649 0.65857
## PsiThailand 0.300856 0.32606 0.339341 0.35498 0.39182
## PsiMalaysia 0.136484 0.14773 0.154603 0.16275 0.17717
## PsiSingapore 0.818120 0.88332 0.919197 0.96588 1.04510
## PsiIndonesia 0.287046 0.31440 0.328494 0.34126 0.37266
## PsiPhilippines 0.525282 0.56711 0.592496 0.61796 0.67567
## Psi`China,PR` 0.103276 0.11127 0.116483 0.12221 0.13270
## PsiKorea 0.770675 0.83680 0.869914 0.90785 0.97764
## Psi`Hong Kong` 0.723398 0.79382 0.828161 0.86666 0.93264
## PsiTaiwan 0.872209 0.95045 0.987360 1.03222 1.12509
## PsiJapan 0.541305 0.58815 0.615337 0.64296 0.70005
## PsiAustralia 0.666554 0.72772 0.763728 0.79165 0.86650
## Psi`New Zealand` 0.887240 0.96170 1.006277 1.05140 1.13759
## PsiMorocco 0.408849 0.44264 0.460927 0.48162 0.51812
## PsiAlgeria 0.256003 0.27617 0.292555 0.30526 0.33408
## PsiTunisia 0.362582 0.40133 0.416173 0.43466 0.47460
## PsiEgypt 0.563001 0.60337 0.629491 0.65849 0.71549
## PsiCameroon 0.763356 0.83353 0.870317 0.90795 0.97584
## PsiSenegal 0.385961 0.41863 0.439048 0.45824 0.50400
## Psi`Sierra Leone` 0.315142 0.34236 0.359430 0.37264 0.40351
## Psi`Cote d'Ivoire` 0.762686 0.83251 0.866655 0.90476 0.98499
## PsiGhana 0.268508 0.29222 0.306210 0.31983 0.35525
## PsiNigeria 0.450798 0.49128 0.513723 0.53798 0.58143
## PsiBenin 0.532031 0.57167 0.594343 0.61925 0.67390
## PsiCongo 0.532508 0.58270 0.607690 0.63370 0.70747
## PsiKenya 0.863915 0.93987 0.979364 1.02411 1.09972
## PsiTanzania 0.289825 0.31527 0.329546 0.34374 0.37462
## PsiMozambique 0.101504 0.10995 0.115710 0.12096 0.13165
## Psi`South Africa` 0.396603 0.42743 0.445381 0.46498 0.50853
## PsiZambia 0.792622 0.85491 0.891775 0.93262 1.01822Análisis con 2 factores
M.sim <- 10000
M.burn <- 500
posterior <- MCMCfactanal(~.,
factors=2,
verbose=0, store.scores=FALSE,
lambda.constraints=list(EU12=list(1,0),
Nicaragua =list(1,0),
EU12=list(2,0),
Nicaragua =list(2,0)),
a0=1, b0=0.15,
data=tipo[,-1],
burnin=M.burn, mcmc=M.sim, thin=20)Cadenas
Resumen
##
## Iterations = 501:10481
## Thinning interval = 20
## Number of chains = 1
## Sample size per chain = 500
##
## 1. Empirical mean and standard deviation for each variable,
## plus standard error of the mean:
##
## Mean SD Naive SE Time-series SE
## LambdaCanada_1 0.011797 0.0728934 3.260e-03 2.386e-02
## LambdaCanada_2 0.749584 0.0441015 1.972e-03 3.151e-03
## LambdaMexico_1 0.043397 0.0543007 2.428e-03 6.752e-03
## LambdaMexico_2 0.257842 0.0506750 2.266e-03 2.266e-03
## LambdaGuatemala_1 0.279157 0.0553403 2.475e-03 6.788e-03
## LambdaGuatemala_2 0.322386 0.0500412 2.238e-03 7.578e-03
## Lambda`El Salvador`_1 -0.542857 0.0798364 3.570e-03 2.900e-02
## Lambda`El Salvador`_2 -0.841696 0.0555546 2.484e-03 1.167e-02
## LambdaHonduras_1 0.549518 0.0598244 2.675e-03 1.400e-02
## LambdaHonduras_2 0.416475 0.0578472 2.587e-03 1.688e-02
## Lambda`Costa Rica`_1 0.258662 0.0733545 3.281e-03 2.199e-02
## Lambda`Costa Rica`_2 0.744689 0.0454215 2.031e-03 5.527e-03
## LambdaPanama_1 0.655531 0.0800566 3.580e-03 2.924e-02
## LambdaPanama_2 0.859825 0.0592153 2.648e-03 1.517e-02
## LambdaJamaica_1 0.246697 0.0634559 2.838e-03 1.368e-02
## LambdaJamaica_2 0.545886 0.0501418 2.242e-03 4.387e-03
## Lambda`Dominican Rep`_1 0.384239 0.0650677 2.910e-03 1.825e-02
## Lambda`Dominican Rep`_2 0.586875 0.0520387 2.327e-03 7.281e-03
## Lambda`Trin/Tobago`_1 -0.102880 0.0497583 2.225e-03 6.425e-03
## Lambda`Trin/Tobago`_2 -0.194642 0.0473488 2.118e-03 2.118e-03
## LambdaColombia_1 0.323776 0.0666364 2.980e-03 1.905e-02
## LambdaColombia_2 0.642568 0.0455201 2.036e-03 4.273e-03
## LambdaVenezuela_1 0.360348 0.0548198 2.452e-03 9.470e-03
## LambdaVenezuela_2 0.253752 0.0553986 2.477e-03 8.307e-03
## LambdaEcuador_1 0.387958 0.0692352 3.096e-03 2.495e-02
## LambdaEcuador_2 0.672432 0.0499633 2.234e-03 9.241e-03
## LambdaPeru_1 -0.549033 0.0721906 3.228e-03 2.266e-02
## LambdaPeru_2 -0.703297 0.0555078 2.482e-03 1.497e-02
## LambdaChile_1 0.413440 0.0736311 3.293e-03 2.712e-02
## LambdaChile_2 0.775856 0.0497468 2.225e-03 7.764e-03
## LambdaBrazil_1 0.168411 0.0805879 3.604e-03 2.966e-02
## LambdaBrazil_2 0.903627 0.0412750 1.846e-03 3.948e-03
## LambdaParaguay_1 0.407194 0.0764678 3.420e-03 3.006e-02
## LambdaParaguay_2 0.794459 0.0478348 2.139e-03 7.472e-03
## LambdaUruguay_1 -0.226572 0.0479550 2.145e-03 3.254e-03
## LambdaUruguay_2 0.197661 0.0497271 2.224e-03 5.351e-03
## LambdaArgentina_1 0.291922 0.0647983 2.898e-03 1.939e-02
## LambdaArgentina_2 0.594208 0.0487046 2.178e-03 6.486e-03
## LambdaSweden_1 -0.383856 0.0751760 3.362e-03 2.974e-02
## LambdaSweden_2 0.911595 0.0460092 2.058e-03 8.491e-03
## LambdaNorway_1 -0.920823 0.0459082 2.053e-03 1.067e-02
## LambdaNorway_2 0.464732 0.0750451 3.356e-03 3.089e-02
## LambdaFinland_1 -0.704498 0.0563938 2.522e-03 1.298e-02
## LambdaFinland_2 0.597414 0.0631763 2.825e-03 2.100e-02
## LambdaDenmark_1 -1.049699 0.0395766 1.770e-03 8.348e-03
## LambdaDenmark_2 0.279016 0.0827966 3.703e-03 3.634e-02
## LambdaU.K._1 -0.908234 0.0450236 2.014e-03 6.897e-03
## LambdaU.K._2 -0.133653 0.0769434 3.441e-03 2.841e-02
## LambdaIreland_1 -0.987950 0.0404115 1.807e-03 7.417e-03
## LambdaIreland_2 0.144537 0.0821201 3.673e-03 3.309e-02
## LambdaLuxembourg_1 -0.893572 0.0517248 2.313e-03 1.339e-02
## LambdaLuxembourg_2 0.599823 0.0721409 3.226e-03 2.740e-02
## LambdaNetherlands_1 -0.956249 0.0466805 2.088e-03 1.067e-02
## LambdaNetherlands_2 0.491157 0.0768838 3.438e-03 3.090e-02
## LambdaFrance_1 -0.879413 0.0519057 2.321e-03 1.355e-02
## LambdaFrance_2 0.608841 0.0716918 3.206e-03 2.624e-02
## LambdaGermany_1 -0.898464 0.0508347 2.273e-03 1.346e-02
## LambdaGermany_2 0.586185 0.0734625 3.285e-03 2.728e-02
## LambdaAustria_1 -1.061214 0.0385881 1.726e-03 8.558e-03
## LambdaAustria_2 0.177952 0.0837409 3.745e-03 3.842e-02
## Lambda`Czech Rep`_1 -0.066337 0.0526198 2.353e-03 2.989e-03
## Lambda`Czech Rep`_2 0.236327 0.0504243 2.255e-03 2.613e-03
## LambdaHungary_1 -0.851551 0.0568435 2.542e-03 1.467e-02
## LambdaHungary_2 -0.380667 0.0705794 3.156e-03 2.731e-02
## LambdaSwitzerland_1 -0.996927 0.0415346 1.857e-03 7.668e-03
## LambdaSwitzerland_2 0.001901 0.0806883 3.608e-03 3.243e-02
## LambdaPoland_1 0.338927 0.0644260 2.881e-03 2.019e-02
## LambdaPoland_2 0.541431 0.0489840 2.191e-03 6.168e-03
## LambdaRussia_1 -0.001153 0.0463413 2.072e-03 2.072e-03
## LambdaRussia_2 -0.035190 0.0497419 2.225e-03 1.988e-03
## LambdaSpain_1 -1.043063 0.0388558 1.738e-03 6.890e-03
## LambdaSpain_2 0.128462 0.0831553 3.719e-03 3.558e-02
## LambdaPortugal_1 -1.028166 0.0406642 1.819e-03 7.336e-03
## LambdaPortugal_2 0.056906 0.0824707 3.688e-03 3.722e-02
## LambdaItaly_1 -0.889668 0.0440453 1.970e-03 8.095e-03
## LambdaItaly_2 0.328240 0.0746566 3.339e-03 2.680e-02
## LambdaGreece_1 -0.951911 0.0412607 1.845e-03 6.900e-03
## LambdaGreece_2 0.197072 0.0769708 3.442e-03 2.904e-02
## LambdaTurkey_1 -0.357336 0.0590358 2.640e-03 1.686e-02
## LambdaTurkey_2 0.552591 0.0531007 2.375e-03 1.174e-02
## LambdaSyria_1 -0.648462 0.0759211 3.395e-03 2.868e-02
## LambdaSyria_2 -0.778029 0.0607122 2.715e-03 1.479e-02
## LambdaIsrael_1 -0.285618 0.0569302 2.546e-03 1.007e-02
## LambdaIsrael_2 0.494594 0.0484136 2.165e-03 7.250e-03
## LambdaJordan_1 0.362054 0.0770224 3.445e-03 2.832e-02
## LambdaJordan_2 0.825367 0.0462948 2.070e-03 6.968e-03
## LambdaKuwait_1 0.310588 0.0834254 3.731e-03 3.506e-02
## LambdaKuwait_2 0.924648 0.0434601 1.944e-03 5.996e-03
## Lambda`Saudi Arabia`_1 0.611494 0.0822416 3.678e-03 3.159e-02
## Lambda`Saudi Arabia`_2 0.895961 0.0561438 2.511e-03 1.274e-02
## LambdaIndia_1 0.512055 0.0803014 3.591e-03 3.287e-02
## LambdaIndia_2 0.883588 0.0531108 2.375e-03 1.005e-02
## LambdaPakistan_1 0.512059 0.0822053 3.676e-03 2.888e-02
## LambdaPakistan_2 0.913751 0.0513377 2.296e-03 1.007e-02
## LambdaBangladesh_1 0.491194 0.0782304 3.499e-03 3.156e-02
## LambdaBangladesh_2 0.849170 0.0525337 2.349e-03 1.087e-02
## Lambda`Sri Lanka`_1 0.338327 0.0688568 3.079e-03 1.894e-02
## Lambda`Sri Lanka`_2 0.631261 0.0479088 2.143e-03 4.917e-03
## LambdaThailand_1 0.162013 0.0836117 3.739e-03 3.212e-02
## LambdaThailand_2 0.930525 0.0400006 1.789e-03 4.296e-03
## LambdaMalaysia_1 0.415041 0.0820126 3.668e-03 3.463e-02
## LambdaMalaysia_2 0.925416 0.0477803 2.137e-03 8.114e-03
## LambdaSingapore_1 -0.377826 0.0569999 2.549e-03 1.725e-02
## LambdaSingapore_2 0.570409 0.0497439 2.225e-03 8.192e-03
## LambdaIndonesia_1 0.306814 0.0782748 3.501e-03 2.924e-02
## LambdaIndonesia_2 0.851068 0.0454286 2.032e-03 5.770e-03
## LambdaPhilippines_1 -0.004953 0.0734633 3.285e-03 2.572e-02
## LambdaPhilippines_2 0.801418 0.0414025 1.852e-03 2.814e-03
## Lambda`China,PR`_1 0.535917 0.0801000 3.582e-03 2.888e-02
## Lambda`China,PR`_2 0.865967 0.0540015 2.415e-03 1.147e-02
## LambdaKorea_1 -0.245235 0.0605014 2.706e-03 1.733e-02
## LambdaKorea_2 0.609128 0.0503587 2.252e-03 4.710e-03
## Lambda`Hong Kong`_1 0.011310 0.0605576 2.708e-03 1.373e-02
## Lambda`Hong Kong`_2 0.541577 0.0435211 1.946e-03 2.702e-03
## LambdaTaiwan_1 -0.464298 0.0466301 2.085e-03 5.093e-03
## LambdaTaiwan_2 0.171498 0.0561105 2.509e-03 1.335e-02
## LambdaJapan_1 -0.824286 0.0540713 2.418e-03 1.185e-02
## LambdaJapan_2 -0.300652 0.0724793 3.241e-03 2.391e-02
## LambdaAustralia_1 -0.335117 0.0681778 3.049e-03 2.420e-02
## LambdaAustralia_2 0.797952 0.0473293 2.117e-03 7.938e-03
## Lambda`New Zealand`_1 -0.740463 0.0484753 2.168e-03 9.449e-03
## Lambda`New Zealand`_2 0.413740 0.0666454 2.980e-03 2.139e-02
## LambdaMorocco_1 -0.115880 0.0819205 3.664e-03 3.316e-02
## LambdaMorocco_2 0.995374 0.0373039 1.668e-03 4.617e-03
## LambdaAlgeria_1 0.402094 0.0778805 3.483e-03 3.123e-02
## LambdaAlgeria_2 0.832278 0.0479910 2.146e-03 8.246e-03
## LambdaTunisia_1 -0.081177 0.0842243 3.767e-03 3.383e-02
## LambdaTunisia_2 1.024973 0.0355575 1.590e-03 4.090e-03
## LambdaEgypt_1 0.460205 0.0636019 2.844e-03 1.657e-02
## LambdaEgypt_2 0.501762 0.0561471 2.511e-03 9.485e-03
## LambdaCameroon_1 -0.476231 0.0654203 2.926e-03 2.061e-02
## LambdaCameroon_2 0.737792 0.0526759 2.356e-03 1.726e-02
## LambdaSenegal_1 0.005383 0.0825233 3.691e-03 3.060e-02
## LambdaSenegal_2 0.950323 0.0372214 1.665e-03 3.042e-03
## Lambda`Sierra Leone`_1 0.488100 0.0706693 3.160e-03 2.360e-02
## Lambda`Sierra Leone`_2 0.716985 0.0541278 2.421e-03 9.909e-03
## Lambda`Cote d'Ivoire`_1 -0.511055 0.0652384 2.918e-03 1.780e-02
## Lambda`Cote d'Ivoire`_2 0.749343 0.0536323 2.399e-03 1.212e-02
## LambdaGhana_1 0.378469 0.0772548 3.455e-03 2.907e-02
## LambdaGhana_2 0.819060 0.0457659 2.047e-03 8.238e-03
## LambdaNigeria_1 0.379497 0.0654568 2.927e-03 1.959e-02
## LambdaNigeria_2 0.636104 0.0514186 2.300e-03 8.219e-03
## LambdaBenin_1 -0.087010 0.0776022 3.470e-03 2.359e-02
## LambdaBenin_2 0.864762 0.0404106 1.807e-03 3.463e-03
## LambdaCongo_1 -0.894053 0.0519043 2.321e-03 1.261e-02
## LambdaCongo_2 -0.281606 0.0764834 3.420e-03 2.697e-02
## LambdaKenya_1 -0.324702 0.0518098 2.317e-03 8.032e-03
## LambdaKenya_2 0.309267 0.0509965 2.281e-03 9.584e-03
## LambdaTanzania_1 0.714040 0.0675385 3.020e-03 2.091e-02
## LambdaTanzania_2 0.600240 0.0670529 2.999e-03 2.039e-02
## LambdaMozambique_1 0.606239 0.0784865 3.510e-03 3.044e-02
## LambdaMozambique_2 0.825465 0.0574428 2.569e-03 1.233e-02
## Lambda`South Africa`_1 0.092834 0.0790250 3.534e-03 2.776e-02
## Lambda`South Africa`_2 0.897146 0.0413304 1.848e-03 3.421e-03
## LambdaZambia_1 -0.042173 0.0578139 2.586e-03 1.190e-02
## LambdaZambia_2 0.409046 0.0465984 2.084e-03 2.598e-03
## PsiCanada 0.523822 0.0339627 1.519e-03 1.294e-03
## PsiMexico 0.946145 0.0582425 2.605e-03 2.605e-03
## PsiGuatemala 0.845760 0.0548591 2.453e-03 2.453e-03
## Psi`El Salvador` 0.161301 0.0114727 5.131e-04 5.131e-04
## PsiHonduras 0.608091 0.0376764 1.685e-03 1.569e-03
## PsiNicaragua 0.997817 0.0636192 2.845e-03 3.051e-03
## Psi`Costa Rica` 0.483003 0.0316106 1.414e-03 1.167e-03
## PsiPanama 0.021439 0.0017869 7.991e-05 7.991e-05
## PsiJamaica 0.703367 0.0460392 2.059e-03 2.059e-03
## Psi`Dominican Rep` 0.587329 0.0375737 1.680e-03 2.139e-03
## Psi`Trin/Tobago` 0.963519 0.0595907 2.665e-03 2.665e-03
## PsiColombia 0.561941 0.0341456 1.527e-03 1.527e-03
## PsiVenezuela 0.842491 0.0563435 2.520e-03 2.520e-03
## PsiEcuador 0.497428 0.0322580 1.443e-03 1.690e-03
## PsiPeru 0.334923 0.0209541 9.371e-04 8.470e-04
## PsiChile 0.348755 0.0209224 9.357e-04 9.357e-04
## PsiBrazil 0.291757 0.0184179 8.237e-04 7.676e-04
## PsiParaguay 0.331209 0.0209249 9.358e-04 8.784e-04
## PsiUruguay 0.923808 0.0597519 2.672e-03 2.672e-03
## PsiArgentina 0.630495 0.0397983 1.780e-03 1.780e-03
## PsiEU12 1.000181 0.0630206 2.818e-03 2.818e-03
## PsiSweden 0.166142 0.0108558 4.855e-04 4.855e-04
## PsiNorway 0.101784 0.0069720 3.118e-04 3.468e-04
## PsiFinland 0.276905 0.0177878 7.955e-04 7.955e-04
## PsiDenmark 0.008577 0.0008012 3.583e-05 3.583e-05
## PsiU.K. 0.299730 0.0195819 8.757e-04 8.757e-04
## PsiIreland 0.163935 0.0104140 4.657e-04 4.657e-04
## PsiLuxembourg 0.019693 0.0015915 7.117e-05 7.591e-05
## PsiNetherlands 0.024343 0.0017363 7.765e-05 7.765e-05
## PsiFrance 0.031262 0.0022781 1.019e-04 1.019e-04
## PsiGermany 0.026861 0.0019142 8.561e-05 8.561e-05
## PsiAustria 0.029565 0.0021957 9.819e-05 9.819e-05
## Psi`Czech Rep` 0.955838 0.0613020 2.742e-03 2.742e-03
## PsiHungary 0.276120 0.0186941 8.360e-04 8.360e-04
## PsiSwitzerland 0.170451 0.0119875 5.361e-04 5.361e-04
## PsiPoland 0.663793 0.0431334 1.929e-03 1.929e-03
## PsiRussia 1.006287 0.0680428 3.043e-03 3.043e-03
## PsiSpain 0.075131 0.0053570 2.396e-04 2.396e-04
## PsiPortugal 0.113908 0.0072923 3.261e-04 3.261e-04
## PsiItaly 0.250457 0.0163893 7.330e-04 7.919e-04
## PsiGreece 0.209130 0.0138764 6.206e-04 6.206e-04
## PsiTurkey 0.637301 0.0400277 1.790e-03 1.543e-03
## PsiSyria 0.143368 0.0097531 4.362e-04 4.362e-04
## PsiIsrael 0.729949 0.0497057 2.223e-03 2.223e-03
## PsiJordan 0.319609 0.0206110 9.218e-04 9.218e-04
## PsiKuwait 0.198096 0.0125368 5.607e-04 5.607e-04
## Psi`Saudi Arabia` 0.014349 0.0014223 6.361e-05 5.894e-05
## PsiIndia 0.128036 0.0084745 3.790e-04 3.527e-04
## PsiPakistan 0.078764 0.0051685 2.311e-04 2.311e-04
## PsiBangladesh 0.195812 0.0137003 6.127e-04 6.127e-04
## Psi`Sri Lanka` 0.574817 0.0364171 1.629e-03 1.629e-03
## PsiThailand 0.247620 0.0158864 7.105e-04 7.105e-04
## PsiMalaysia 0.136208 0.0091140 4.076e-04 4.740e-04
## PsiSingapore 0.604158 0.0391690 1.752e-03 1.752e-03
## PsiIndonesia 0.307770 0.0203405 9.097e-04 9.097e-04
## PsiPhilippines 0.457199 0.0299093 1.338e-03 1.338e-03
## Psi`China,PR` 0.131242 0.0088915 3.976e-04 3.976e-04
## PsiKorea 0.633173 0.0397885 1.779e-03 1.779e-03
## Psi`Hong Kong` 0.757146 0.0515567 2.306e-03 2.492e-03
## PsiTaiwan 0.796114 0.0536613 2.400e-03 2.160e-03
## PsiJapan 0.361241 0.0228802 1.023e-03 1.023e-03
## PsiAustralia 0.365624 0.0247194 1.105e-03 1.364e-03
## Psi`New Zealand` 0.394234 0.0242892 1.086e-03 1.086e-03
## PsiMorocco 0.144993 0.0095042 4.250e-04 4.250e-04
## PsiAlgeria 0.285600 0.0188066 8.411e-04 8.411e-04
## PsiTunisia 0.101591 0.0065605 2.934e-04 3.159e-04
## PsiEgypt 0.618948 0.0392155 1.754e-03 1.763e-03
## PsiCameroon 0.345989 0.0222524 9.952e-04 9.952e-04
## PsiSenegal 0.233987 0.0155961 6.975e-04 6.975e-04
## Psi`Sierra Leone` 0.371166 0.0237810 1.064e-03 1.064e-03
## Psi`Cote d'Ivoire` 0.301460 0.0191062 8.545e-04 8.545e-04
## PsiGhana 0.312234 0.0204809 9.159e-04 9.159e-04
## PsiNigeria 0.542948 0.0355537 1.590e-03 1.590e-03
## PsiBenin 0.357441 0.0240226 1.074e-03 1.074e-03
## PsiCongo 0.271746 0.0177361 7.932e-04 7.932e-04
## PsiKenya 0.835445 0.0511946 2.289e-03 2.289e-03
## PsiTanzania 0.276226 0.0184264 8.241e-04 8.241e-04
## PsiMozambique 0.121606 0.0080591 3.604e-04 3.604e-04
## Psi`South Africa` 0.310811 0.0205424 9.187e-04 9.187e-04
## PsiZambia 0.860000 0.0550657 2.463e-03 2.463e-03
##
## 2. Quantiles for each variable:
##
## 2.5% 25% 50% 75% 97.5%
## LambdaCanada_1 -0.126638 -0.040099 0.010061 0.065623 0.153452
## LambdaCanada_2 0.663274 0.720221 0.749061 0.779958 0.829117
## LambdaMexico_1 -0.065189 0.005644 0.045330 0.081563 0.151568
## LambdaMexico_2 0.157283 0.223761 0.257070 0.289638 0.356285
## LambdaGuatemala_1 0.170075 0.241900 0.282269 0.315389 0.388935
## LambdaGuatemala_2 0.229836 0.288251 0.320331 0.358533 0.421942
## Lambda`El Salvador`_1 -0.673530 -0.608570 -0.545258 -0.485773 -0.384144
## Lambda`El Salvador`_2 -0.948518 -0.882156 -0.842115 -0.804978 -0.731044
## LambdaHonduras_1 0.432708 0.506926 0.551501 0.592076 0.661740
## LambdaHonduras_2 0.293117 0.380075 0.416099 0.457839 0.521294
## Lambda`Costa Rica`_1 0.110833 0.206162 0.263896 0.312208 0.388852
## Lambda`Costa Rica`_2 0.655239 0.713579 0.746404 0.773516 0.832043
## LambdaPanama_1 0.508408 0.592029 0.662252 0.721566 0.783554
## LambdaPanama_2 0.751237 0.817788 0.862107 0.902524 0.964133
## LambdaJamaica_1 0.121462 0.202472 0.250813 0.286619 0.377046
## LambdaJamaica_2 0.446585 0.512348 0.545923 0.581933 0.636130
## Lambda`Dominican Rep`_1 0.257406 0.338805 0.387937 0.428099 0.501263
## Lambda`Dominican Rep`_2 0.483112 0.553100 0.589462 0.621154 0.689052
## Lambda`Trin/Tobago`_1 -0.200698 -0.135941 -0.101710 -0.069985 -0.008372
## Lambda`Trin/Tobago`_2 -0.286101 -0.228645 -0.194413 -0.159573 -0.106984
## LambdaColombia_1 0.191628 0.276053 0.328531 0.370695 0.437499
## LambdaColombia_2 0.552939 0.610303 0.641494 0.673327 0.730840
## LambdaVenezuela_1 0.261681 0.321268 0.359826 0.395365 0.476689
## LambdaVenezuela_2 0.143343 0.216004 0.250907 0.287770 0.366670
## LambdaEcuador_1 0.257296 0.337407 0.389875 0.440100 0.514182
## LambdaEcuador_2 0.560027 0.640352 0.674148 0.706168 0.767081
## LambdaPeru_1 -0.677330 -0.604874 -0.548247 -0.499956 -0.408672
## LambdaPeru_2 -0.803418 -0.743921 -0.705199 -0.662961 -0.594257
## LambdaChile_1 0.263213 0.360763 0.413442 0.471755 0.544788
## LambdaChile_2 0.683753 0.741593 0.774246 0.810846 0.877124
## LambdaBrazil_1 0.012713 0.112126 0.171342 0.227165 0.305370
## LambdaBrazil_2 0.828258 0.874456 0.902912 0.926159 0.986765
## LambdaParaguay_1 0.258790 0.348813 0.410414 0.466678 0.538580
## LambdaParaguay_2 0.702841 0.762897 0.794093 0.826116 0.890905
## LambdaUruguay_1 -0.316563 -0.261653 -0.226596 -0.193793 -0.132523
## LambdaUruguay_2 0.101048 0.162838 0.198740 0.230065 0.295789
## LambdaArgentina_1 0.157805 0.250428 0.291363 0.338075 0.412798
## LambdaArgentina_2 0.499216 0.563656 0.593916 0.624517 0.690434
## LambdaSweden_1 -0.527080 -0.434784 -0.387074 -0.329251 -0.249156
## LambdaSweden_2 0.809814 0.883133 0.916051 0.938019 0.999932
## LambdaNorway_1 -1.012011 -0.952817 -0.922554 -0.888595 -0.834700
## LambdaNorway_2 0.312006 0.408158 0.473907 0.523718 0.592587
## LambdaFinland_1 -0.814672 -0.740408 -0.706262 -0.665765 -0.597092
## LambdaFinland_2 0.470472 0.552120 0.602166 0.644324 0.703973
## LambdaDenmark_1 -1.128277 -1.071524 -1.046950 -1.023081 -0.980071
## LambdaDenmark_2 0.109538 0.211390 0.289753 0.344721 0.413270
## LambdaU.K._1 -0.998556 -0.936856 -0.906621 -0.877648 -0.818278
## LambdaU.K._2 -0.278833 -0.194990 -0.133251 -0.070288 0.006027
## LambdaIreland_1 -1.068110 -1.015279 -0.984800 -0.961126 -0.911041
## LambdaIreland_2 -0.013590 0.079086 0.149237 0.206135 0.292339
## LambdaLuxembourg_1 -0.995862 -0.927783 -0.896985 -0.853957 -0.794791
## LambdaLuxembourg_2 0.451531 0.546302 0.610997 0.656507 0.711018
## LambdaNetherlands_1 -1.054777 -0.986656 -0.956516 -0.925125 -0.867256
## LambdaNetherlands_2 0.335510 0.432147 0.502905 0.551007 0.613074
## LambdaFrance_1 -0.979930 -0.917911 -0.879769 -0.840970 -0.778509
## LambdaFrance_2 0.470688 0.555297 0.619490 0.665231 0.725622
## LambdaGermany_1 -0.996235 -0.934727 -0.899593 -0.861197 -0.798921
## LambdaGermany_2 0.435595 0.530173 0.596645 0.642612 0.702487
## LambdaAustria_1 -1.147715 -1.086045 -1.057580 -1.035394 -0.993785
## LambdaAustria_2 0.006754 0.107318 0.191030 0.246299 0.321976
## Lambda`Czech Rep`_1 -0.165001 -0.101383 -0.066767 -0.032158 0.034585
## Lambda`Czech Rep`_2 0.138736 0.202122 0.236400 0.274197 0.331015
## LambdaHungary_1 -0.961637 -0.893297 -0.850415 -0.808609 -0.744120
## LambdaHungary_2 -0.516024 -0.434732 -0.374684 -0.332088 -0.251683
## LambdaSwitzerland_1 -1.082505 -1.024993 -0.995591 -0.964416 -0.924817
## LambdaSwitzerland_2 -0.158154 -0.061745 0.008564 0.067021 0.141767
## LambdaPoland_1 0.213164 0.297213 0.336203 0.385343 0.461076
## LambdaPoland_2 0.453003 0.506696 0.539216 0.573500 0.639676
## LambdaRussia_1 -0.097530 -0.030655 0.001108 0.031294 0.083075
## LambdaRussia_2 -0.140563 -0.063734 -0.033286 -0.003491 0.055160
## LambdaSpain_1 -1.121311 -1.065293 -1.040380 -1.016239 -0.975698
## LambdaSpain_2 -0.035733 0.061692 0.138212 0.191871 0.277745
## LambdaPortugal_1 -1.111871 -1.054317 -1.025943 -0.998652 -0.955579
## LambdaPortugal_2 -0.108951 -0.012593 0.065955 0.118420 0.199520
## LambdaItaly_1 -0.978004 -0.918413 -0.889574 -0.860772 -0.803034
## LambdaItaly_2 0.176586 0.275791 0.335444 0.380893 0.460702
## LambdaGreece_1 -1.037639 -0.978092 -0.949522 -0.922099 -0.884568
## LambdaGreece_2 0.048205 0.136032 0.203058 0.253741 0.336177
## LambdaTurkey_1 -0.467786 -0.398581 -0.359315 -0.318655 -0.238838
## LambdaTurkey_2 0.445243 0.520011 0.552730 0.589009 0.655709
## LambdaSyria_1 -0.777483 -0.709379 -0.656317 -0.590382 -0.503438
## LambdaSyria_2 -0.895446 -0.823077 -0.778686 -0.736411 -0.661957
## LambdaIsrael_1 -0.395341 -0.326974 -0.285705 -0.250310 -0.165098
## LambdaIsrael_2 0.400688 0.465295 0.493668 0.522145 0.598319
## LambdaJordan_1 0.217583 0.304685 0.368074 0.423277 0.492638
## LambdaJordan_2 0.738469 0.795723 0.828014 0.854877 0.917771
## LambdaKuwait_1 0.150560 0.250669 0.316202 0.377648 0.453558
## LambdaKuwait_2 0.833712 0.897165 0.925760 0.950363 1.007530
## Lambda`Saudi Arabia`_1 0.454189 0.549496 0.616086 0.678840 0.748666
## Lambda`Saudi Arabia`_2 0.785001 0.859780 0.898239 0.934340 0.998031
## LambdaIndia_1 0.361727 0.452210 0.515924 0.578913 0.642839
## LambdaIndia_2 0.776494 0.848784 0.886304 0.918370 0.980501
## LambdaPakistan_1 0.358030 0.453100 0.513955 0.579376 0.645430
## LambdaPakistan_2 0.808391 0.882359 0.917968 0.948803 1.009594
## LambdaBangladesh_1 0.345634 0.432157 0.495500 0.553396 0.632133
## LambdaBangladesh_2 0.746494 0.815494 0.850440 0.885287 0.952707
## Lambda`Sri Lanka`_1 0.205059 0.289407 0.337947 0.391800 0.462875
## Lambda`Sri Lanka`_2 0.544776 0.596975 0.630182 0.664445 0.728594
## LambdaThailand_1 0.004120 0.101925 0.161968 0.230656 0.304132
## LambdaThailand_2 0.853427 0.904022 0.928288 0.957817 1.010615
## LambdaMalaysia_1 0.255524 0.356144 0.419766 0.480505 0.547735
## LambdaMalaysia_2 0.828592 0.896178 0.928000 0.956763 1.014342
## LambdaSingapore_1 -0.491318 -0.416670 -0.380111 -0.337924 -0.265501
## LambdaSingapore_2 0.470731 0.536604 0.571981 0.603479 0.664224
## LambdaIndonesia_1 0.146588 0.250227 0.314852 0.367944 0.436550
## LambdaIndonesia_2 0.755544 0.824119 0.850532 0.880771 0.934795
## LambdaPhilippines_1 -0.153063 -0.058752 -0.001281 0.050668 0.122741
## LambdaPhilippines_2 0.718949 0.775800 0.799434 0.828367 0.888317
## Lambda`China,PR`_1 0.383351 0.476963 0.539762 0.602331 0.667417
## Lambda`China,PR`_2 0.766349 0.829951 0.869173 0.903139 0.968912
## LambdaKorea_1 -0.366384 -0.285855 -0.243283 -0.205077 -0.125936
## LambdaKorea_2 0.505895 0.577949 0.611623 0.643393 0.698730
## Lambda`Hong Kong`_1 -0.104628 -0.028819 0.013407 0.052837 0.125806
## Lambda`Hong Kong`_2 0.457960 0.512077 0.541321 0.573621 0.618641
## LambdaTaiwan_1 -0.548276 -0.496310 -0.464704 -0.435975 -0.367714
## LambdaTaiwan_2 0.057377 0.133963 0.172878 0.209712 0.274110
## LambdaJapan_1 -0.929648 -0.861046 -0.823849 -0.787182 -0.715467
## LambdaJapan_2 -0.442480 -0.353555 -0.300873 -0.248356 -0.168557
## LambdaAustralia_1 -0.459116 -0.385374 -0.336554 -0.283668 -0.204779
## LambdaAustralia_2 0.697107 0.765648 0.797590 0.831766 0.886433
## Lambda`New Zealand`_1 -0.829859 -0.774534 -0.741172 -0.706311 -0.643325
## Lambda`New Zealand`_2 0.285230 0.366673 0.418736 0.464935 0.538012
## LambdaMorocco_1 -0.278102 -0.173666 -0.114200 -0.048063 0.017168
## LambdaMorocco_2 0.924509 0.971173 0.993608 1.021358 1.069142
## LambdaAlgeria_1 0.258116 0.347217 0.405904 0.460248 0.545278
## LambdaAlgeria_2 0.738061 0.802947 0.833408 0.863988 0.920876
## LambdaTunisia_1 -0.244091 -0.137383 -0.079561 -0.010535 0.052435
## LambdaTunisia_2 0.961654 1.002461 1.024268 1.044779 1.099230
## LambdaEgypt_1 0.346413 0.410591 0.459328 0.506812 0.581067
## LambdaEgypt_2 0.386194 0.466144 0.505224 0.543785 0.595935
## LambdaCameroon_1 -0.594193 -0.520684 -0.479421 -0.428504 -0.355081
## LambdaCameroon_2 0.634856 0.702183 0.742010 0.775719 0.830570
## LambdaSenegal_1 -0.161570 -0.051065 0.008190 0.073576 0.145979
## LambdaSenegal_2 0.875369 0.924366 0.949936 0.973983 1.023432
## Lambda`Sierra Leone`_1 0.354790 0.434179 0.492220 0.540231 0.615054
## Lambda`Sierra Leone`_2 0.607328 0.684733 0.715911 0.750730 0.820651
## Lambda`Cote d'Ivoire`_1 -0.649996 -0.555808 -0.509221 -0.467048 -0.387244
## Lambda`Cote d'Ivoire`_2 0.640142 0.715098 0.753559 0.787801 0.848456
## LambdaGhana_1 0.238467 0.322597 0.379514 0.440199 0.515438
## LambdaGhana_2 0.725871 0.788192 0.821086 0.848430 0.905640
## LambdaNigeria_1 0.246165 0.331421 0.384869 0.430028 0.500109
## LambdaNigeria_2 0.534865 0.602437 0.636065 0.671711 0.739442
## LambdaBenin_1 -0.234256 -0.144806 -0.089251 -0.027461 0.051612
## LambdaBenin_2 0.794059 0.836613 0.860990 0.892249 0.943566
## LambdaCongo_1 -0.993328 -0.929568 -0.893231 -0.854698 -0.796823
## LambdaCongo_2 -0.427454 -0.341901 -0.280556 -0.219869 -0.138735
## LambdaKenya_1 -0.429451 -0.359109 -0.322396 -0.291622 -0.233139
## LambdaKenya_2 0.199216 0.276074 0.314313 0.341743 0.404066
## LambdaTanzania_1 0.576970 0.667762 0.719093 0.760662 0.831069
## LambdaTanzania_2 0.469278 0.549271 0.600722 0.652511 0.715418
## LambdaMozambique_1 0.454533 0.546829 0.608157 0.667521 0.735768
## LambdaMozambique_2 0.710559 0.788686 0.827545 0.866241 0.929459
## Lambda`South Africa`_1 -0.064806 0.034819 0.094381 0.155757 0.227328
## Lambda`South Africa`_2 0.820973 0.867215 0.895656 0.923792 0.979880
## LambdaZambia_1 -0.151028 -0.082672 -0.040809 -0.003370 0.068934
## LambdaZambia_2 0.315132 0.376437 0.410945 0.441276 0.496190
## PsiCanada 0.457727 0.501657 0.523247 0.544732 0.590477
## PsiMexico 0.844478 0.905321 0.943504 0.985186 1.066185
## PsiGuatemala 0.748451 0.808078 0.844898 0.876546 0.960045
## Psi`El Salvador` 0.140732 0.153669 0.160426 0.167956 0.184837
## PsiHonduras 0.538668 0.582002 0.607336 0.633932 0.680615
## PsiNicaragua 0.885824 0.952484 0.995017 1.037224 1.128866
## Psi`Costa Rica` 0.424570 0.461030 0.482376 0.504471 0.548708
## PsiPanama 0.018293 0.020268 0.021299 0.022587 0.025204
## PsiJamaica 0.621666 0.670967 0.700257 0.732557 0.798242
## Psi`Dominican Rep` 0.522294 0.558979 0.584425 0.611024 0.659250
## Psi`Trin/Tobago` 0.855406 0.920400 0.961336 0.998800 1.087621
## PsiColombia 0.494923 0.540378 0.560358 0.582213 0.633400
## PsiVenezuela 0.737827 0.803051 0.841287 0.878060 0.957687
## PsiEcuador 0.436959 0.474896 0.496884 0.517792 0.562579
## PsiPeru 0.296393 0.320398 0.334370 0.349350 0.378156
## PsiChile 0.309460 0.335479 0.347996 0.362009 0.392011
## PsiBrazil 0.257030 0.279284 0.290588 0.303755 0.331151
## PsiParaguay 0.291734 0.317470 0.331587 0.343254 0.375805
## PsiUruguay 0.819834 0.882070 0.920500 0.959205 1.044035
## PsiArgentina 0.552382 0.604047 0.629509 0.656799 0.707589
## PsiEU12 0.879755 0.958249 0.998007 1.041197 1.121070
## PsiSweden 0.146404 0.158469 0.166312 0.172792 0.189367
## PsiNorway 0.089007 0.097071 0.101566 0.106295 0.116697
## PsiFinland 0.243599 0.264834 0.277178 0.288017 0.312019
## PsiDenmark 0.007141 0.008045 0.008550 0.009054 0.010298
## PsiU.K. 0.264409 0.285821 0.299556 0.312467 0.342827
## PsiIreland 0.145262 0.156518 0.163493 0.170518 0.185616
## PsiLuxembourg 0.016832 0.018507 0.019658 0.020715 0.022967
## PsiNetherlands 0.020927 0.023099 0.024417 0.025461 0.027735
## PsiFrance 0.026707 0.029865 0.031170 0.032557 0.036249
## PsiGermany 0.023665 0.025555 0.026685 0.028044 0.030841
## PsiAustria 0.025365 0.028047 0.029534 0.030929 0.034010
## Psi`Czech Rep` 0.845968 0.915097 0.952789 0.992482 1.079524
## PsiHungary 0.240623 0.263906 0.274778 0.288469 0.312812
## PsiSwitzerland 0.148154 0.162250 0.169928 0.177486 0.195977
## PsiPoland 0.583937 0.633232 0.662297 0.691182 0.750532
## PsiRussia 0.880842 0.953959 1.001370 1.056148 1.139205
## PsiSpain 0.064973 0.071595 0.074841 0.078236 0.086989
## PsiPortugal 0.100453 0.108776 0.114170 0.118454 0.128819
## PsiItaly 0.220506 0.237855 0.250004 0.262104 0.282178
## PsiGreece 0.183451 0.199607 0.209169 0.217957 0.237160
## PsiTurkey 0.563112 0.609328 0.636143 0.664230 0.714238
## PsiSyria 0.125222 0.137318 0.143087 0.149308 0.164490
## PsiIsrael 0.632460 0.697867 0.727929 0.761177 0.823401
## PsiJordan 0.282036 0.304957 0.318589 0.332613 0.362860
## PsiKuwait 0.175400 0.189178 0.197664 0.206118 0.224630
## Psi`Saudi Arabia` 0.011782 0.013392 0.014310 0.015143 0.017447
## PsiIndia 0.112438 0.122420 0.127514 0.133283 0.146289
## PsiPakistan 0.069379 0.075272 0.078636 0.081568 0.090383
## PsiBangladesh 0.173478 0.186101 0.194986 0.203788 0.224102
## Psi`Sri Lanka` 0.508528 0.552000 0.573105 0.596321 0.656488
## PsiThailand 0.216081 0.237477 0.247388 0.257006 0.277620
## PsiMalaysia 0.119015 0.130100 0.135424 0.142116 0.155376
## PsiSingapore 0.532386 0.577097 0.601451 0.629780 0.687417
## PsiIndonesia 0.265867 0.294869 0.308083 0.321439 0.346194
## PsiPhilippines 0.401506 0.437247 0.455334 0.474492 0.518714
## Psi`China,PR` 0.114982 0.125554 0.131257 0.136740 0.149942
## PsiKorea 0.555019 0.608395 0.631147 0.661378 0.714451
## Psi`Hong Kong` 0.669127 0.721059 0.750989 0.790527 0.860496
## PsiTaiwan 0.692491 0.758243 0.794232 0.830832 0.909996
## PsiJapan 0.321459 0.345863 0.361024 0.375216 0.407838
## PsiAustralia 0.324137 0.347678 0.362865 0.382202 0.417570
## Psi`New Zealand` 0.350746 0.377549 0.391842 0.410303 0.447630
## PsiMorocco 0.126693 0.138508 0.144414 0.150783 0.164625
## PsiAlgeria 0.248316 0.272009 0.285847 0.297491 0.322870
## PsiTunisia 0.088455 0.097163 0.101332 0.106148 0.114693
## PsiEgypt 0.548882 0.591988 0.617399 0.642880 0.703515
## PsiCameroon 0.305798 0.331631 0.344255 0.359706 0.392068
## PsiSenegal 0.206282 0.223384 0.232661 0.244250 0.266210
## Psi`Sierra Leone` 0.327663 0.354100 0.371247 0.385583 0.424877
## Psi`Cote d'Ivoire` 0.265529 0.288745 0.301652 0.313957 0.340846
## PsiGhana 0.277705 0.296884 0.311002 0.326758 0.354318
## PsiNigeria 0.475189 0.521035 0.541388 0.566709 0.618233
## PsiBenin 0.312300 0.340351 0.357031 0.372997 0.406439
## PsiCongo 0.240339 0.260588 0.270289 0.282488 0.310661
## PsiKenya 0.734027 0.803419 0.833438 0.869912 0.937183
## PsiTanzania 0.241231 0.263786 0.275292 0.287089 0.313312
## PsiMozambique 0.107421 0.115671 0.121461 0.127031 0.137959
## Psi`South Africa` 0.274948 0.296643 0.309568 0.323439 0.355195
## PsiZambia 0.758476 0.818927 0.855804 0.898047 0.967419Análisis con dos factores de rendimientos
tipo.r = tipo[,-1] %>%
mutate_all(function(x) as.numeric(log(x/lag(x,1)))) ## Warning: package 'bindrcpp' was built under R version 3.4.4nans = which(lapply(tipo.r,function(x) sum(is.nan(x)))!=0)
tipo.r = tipo.r[,-c(nans)]
tipo.r = tipo.r[-c(1),]
M.sim <- 10000
M.burn <- 500
posterior <- MCMCfactanal(~.,
factors=2,
verbose=0, store.scores=FALSE,
lambda.constraints=list(EU12=list(1,0),
EU12=list(2,0)),
a0=1, b0=0.15,
data=tipo.r,
burnin=M.burn, mcmc=M.sim, thin=20)Cadenas
Resumen
##
## Iterations = 501:10481
## Thinning interval = 20
## Number of chains = 1
## Sample size per chain = 500
##
## 1. Empirical mean and standard deviation for each variable,
## plus standard error of the mean:
##
## Mean SD Naive SE Time-series SE
## LambdaCanada_1 -0.263082 0.049344 0.0022067 0.0032464
## LambdaCanada_2 0.132439 0.060743 0.0027165 0.0110033
## LambdaMexico_1 0.102659 0.052019 0.0023264 0.0023264
## LambdaMexico_2 -0.002017 0.051665 0.0023105 0.0032959
## LambdaGuatemala_1 -0.057159 0.048672 0.0021767 0.0021767
## LambdaGuatemala_2 0.018803 0.052547 0.0023500 0.0024504
## Lambda`El Salvador`_1 0.059484 0.048751 0.0021802 0.0021802
## Lambda`El Salvador`_2 -0.003184 0.052061 0.0023282 0.0023282
## LambdaHonduras_1 -0.017126 0.047044 0.0021039 0.0021039
## LambdaHonduras_2 0.035478 0.050504 0.0022586 0.0022586
## Lambda`Costa Rica`_1 0.033184 0.050771 0.0022706 0.0024352
## Lambda`Costa Rica`_2 -0.042314 0.049105 0.0021960 0.0021960
## LambdaPanama_1 -0.027591 0.048327 0.0021613 0.0021613
## LambdaPanama_2 0.011565 0.051722 0.0023131 0.0025746
## LambdaJamaica_1 -0.082807 0.050097 0.0022404 0.0022404
## LambdaJamaica_2 -0.004189 0.051722 0.0023131 0.0023131
## Lambda`Dominican Rep`_1 -0.028848 0.047949 0.0021443 0.0021443
## Lambda`Dominican Rep`_2 -0.008375 0.048390 0.0021641 0.0021641
## Lambda`Trin/Tobago`_1 -0.035130 0.047675 0.0021321 0.0021321
## Lambda`Trin/Tobago`_2 -0.021915 0.051796 0.0023164 0.0024727
## LambdaColombia_1 -0.077893 0.051493 0.0023028 0.0023028
## LambdaColombia_2 0.056979 0.052200 0.0023344 0.0041901
## LambdaVenezuela_1 -0.047758 0.050675 0.0022662 0.0022662
## LambdaVenezuela_2 0.081847 0.052451 0.0023457 0.0020739
## LambdaEcuador_1 0.005988 0.050443 0.0022559 0.0036421
## LambdaEcuador_2 -0.068301 0.053745 0.0024036 0.0024036
## LambdaPeru_1 -0.068200 0.046221 0.0020671 0.0020671
## LambdaPeru_2 0.034193 0.049893 0.0022313 0.0022313
## LambdaChile_1 -0.106448 0.047918 0.0021430 0.0020561
## LambdaChile_2 0.017888 0.054823 0.0024518 0.0039342
## LambdaBrazil_1 -0.004058 0.051393 0.0022984 0.0023833
## LambdaBrazil_2 -0.011208 0.050399 0.0022539 0.0022539
## LambdaParaguay_1 -0.018107 0.048011 0.0021471 0.0030038
## LambdaParaguay_2 0.044273 0.048392 0.0021642 0.0021642
## LambdaUruguay_1 0.042039 0.048545 0.0021710 0.0021710
## LambdaUruguay_2 0.021261 0.048086 0.0021505 0.0023507
## LambdaArgentina_1 -0.005991 0.050752 0.0022697 0.0022697
## LambdaArgentina_2 0.030551 0.050131 0.0022419 0.0022419
## LambdaSweden_1 -0.829787 0.054163 0.0024223 0.0083985
## LambdaSweden_2 0.262962 0.116388 0.0052050 0.0502020
## LambdaNorway_1 -0.897891 0.047907 0.0021425 0.0069364
## LambdaNorway_2 0.206734 0.126542 0.0056591 0.0568741
## LambdaFinland_1 -0.909545 0.050535 0.0022600 0.0078426
## LambdaFinland_2 0.234602 0.128204 0.0057335 0.0634034
## LambdaDenmark_1 -1.012663 0.048310 0.0021605 0.0075993
## LambdaDenmark_2 0.237175 0.138769 0.0062059 0.0651973
## LambdaU.K._1 -0.711240 0.048761 0.0021807 0.0074003
## LambdaU.K._2 0.169618 0.103085 0.0046101 0.0430850
## LambdaIreland_1 -0.922883 0.047760 0.0021359 0.0068195
## LambdaIreland_2 0.214059 0.126913 0.0056757 0.0649363
## LambdaLuxembourg_1 -1.022954 0.047284 0.0021146 0.0076863
## LambdaLuxembourg_2 0.225099 0.141226 0.0063158 0.0651697
## LambdaNetherlands_1 -1.026266 0.047419 0.0021206 0.0076101
## LambdaNetherlands_2 0.226547 0.141279 0.0063182 0.0696435
## LambdaFrance_1 -1.023161 0.042716 0.0019103 0.0061546
## LambdaFrance_2 0.158148 0.140438 0.0062806 0.0741036
## LambdaGermany_1 -1.031131 0.047369 0.0021184 0.0080393
## LambdaGermany_2 0.232693 0.141420 0.0063245 0.0653252
## LambdaAustria_1 -1.021271 0.047913 0.0021427 0.0079936
## LambdaAustria_2 0.235183 0.140448 0.0062810 0.0662086
## Lambda`Czech Rep`_1 -0.565291 0.047979 0.0021457 0.0053043
## Lambda`Czech Rep`_2 0.152729 0.086241 0.0038568 0.0315691
## LambdaHungary_1 -0.395416 0.051618 0.0023084 0.0044277
## LambdaHungary_2 0.159377 0.068808 0.0030772 0.0197659
## LambdaSwitzerland_1 -0.335379 0.054177 0.0024229 0.0068170
## LambdaSwitzerland_2 0.123577 0.065680 0.0029373 0.0185643
## LambdaPoland_1 -0.085272 0.049854 0.0022295 0.0022295
## LambdaPoland_2 0.012875 0.052637 0.0023540 0.0023540
## LambdaRussia_1 0.057196 0.049416 0.0022100 0.0020612
## LambdaRussia_2 0.007800 0.052285 0.0023383 0.0023383
## LambdaSpain_1 -0.875291 0.046042 0.0020590 0.0059572
## LambdaSpain_2 0.198740 0.122376 0.0054728 0.0581422
## LambdaPortugal_1 -0.914057 0.047950 0.0021444 0.0067567
## LambdaPortugal_2 0.201592 0.127030 0.0056810 0.0601493
## LambdaItaly_1 -0.903477 0.046986 0.0021013 0.0070319
## LambdaItaly_2 0.195816 0.126131 0.0056407 0.0587373
## LambdaGreece_1 -0.746185 0.046395 0.0020748 0.0044936
## LambdaGreece_2 0.127787 0.106539 0.0047646 0.0502436
## LambdaTurkey_1 -0.152693 0.049286 0.0022042 0.0022042
## LambdaTurkey_2 0.043615 0.053055 0.0023727 0.0061852
## LambdaSyria_1 -0.069248 0.049119 0.0021967 0.0021967
## LambdaSyria_2 0.009808 0.048293 0.0021597 0.0021597
## LambdaIsrael_1 -0.262996 0.047281 0.0021145 0.0030744
## LambdaIsrael_2 0.072921 0.064489 0.0028840 0.0161417
## LambdaJordan_1 -0.379271 0.046534 0.0020811 0.0022485
## LambdaJordan_2 0.041857 0.069444 0.0031056 0.0174632
## LambdaKuwait_1 -0.266052 0.048951 0.0021891 0.0021891
## LambdaKuwait_2 0.029781 0.060014 0.0026839 0.0113674
## Lambda`Saudi Arabia`_1 -0.172270 0.049835 0.0022287 0.0022287
## Lambda`Saudi Arabia`_2 -0.024695 0.055872 0.0024987 0.0120673
## LambdaIndia_1 -0.349116 0.049944 0.0022335 0.0052175
## LambdaIndia_2 0.055384 0.068867 0.0030798 0.0190741
## LambdaPakistan_1 -0.119647 0.047908 0.0021425 0.0021425
## LambdaPakistan_2 0.017600 0.054398 0.0024328 0.0034780
## LambdaBangladesh_1 -0.127067 0.048553 0.0021714 0.0021714
## LambdaBangladesh_2 0.021346 0.052814 0.0023619 0.0046670
## Lambda`Sri Lanka`_1 -0.082235 0.051279 0.0022932 0.0022932
## Lambda`Sri Lanka`_2 0.026820 0.053557 0.0023952 0.0023952
## LambdaThailand_1 -0.255723 0.049662 0.0022209 0.0031081
## LambdaThailand_2 0.087807 0.059860 0.0026770 0.0114900
## LambdaMalaysia_1 -0.397743 0.047109 0.0021068 0.0021068
## LambdaMalaysia_2 -0.019993 0.071795 0.0032108 0.0181658
## LambdaSingapore_1 -0.610197 0.049765 0.0022255 0.0063840
## LambdaSingapore_2 0.137818 0.094915 0.0042447 0.0378619
## LambdaIndonesia_1 -0.168581 0.047145 0.0021084 0.0040260
## LambdaIndonesia_2 0.069238 0.056586 0.0025306 0.0063312
## LambdaPhilippines_1 0.010990 0.048146 0.0021532 0.0023036
## LambdaPhilippines_2 0.048566 0.050192 0.0022447 0.0022447
## Lambda`China,PR`_1 -0.362224 0.103520 0.0046296 0.0388938
## Lambda`China,PR`_2 -0.631511 0.069757 0.0031196 0.0167110
## LambdaKorea_1 -0.152115 0.047811 0.0021382 0.0031054
## LambdaKorea_2 0.098110 0.051594 0.0023074 0.0046685
## Lambda`Hong Kong`_1 -0.187878 0.049644 0.0022201 0.0022201
## Lambda`Hong Kong`_2 0.032665 0.057461 0.0025697 0.0077421
## LambdaTaiwan_1 -0.198205 0.048111 0.0021516 0.0021516
## LambdaTaiwan_2 0.055237 0.056729 0.0025370 0.0097383
## LambdaJapan_1 -0.563353 0.045765 0.0020467 0.0032287
## LambdaJapan_2 0.063936 0.088379 0.0039524 0.0370851
## LambdaAustralia_1 -0.400310 0.053756 0.0024040 0.0075122
## LambdaAustralia_2 0.160968 0.071398 0.0031930 0.0194461
## Lambda`New Zealand`_1 -0.181226 0.051922 0.0023220 0.0023220
## Lambda`New Zealand`_2 -0.019005 0.055333 0.0024746 0.0085640
## LambdaMorocco_1 -0.878961 0.045272 0.0020246 0.0074870
## LambdaMorocco_2 0.187236 0.123451 0.0055209 0.0490426
## LambdaAlgeria_1 -0.366013 0.050908 0.0022767 0.0039407
## LambdaAlgeria_2 0.145380 0.069400 0.0031036 0.0172138
## LambdaTunisia_1 -0.928772 0.045576 0.0020382 0.0066831
## LambdaTunisia_2 0.169442 0.131399 0.0058764 0.0601272
## LambdaEgypt_1 0.014792 0.047710 0.0021336 0.0019454
## LambdaEgypt_2 0.003357 0.050625 0.0022640 0.0020777
## LambdaCameroon_1 -0.824552 0.097284 0.0043507 0.0342043
## LambdaCameroon_2 -0.603113 0.119128 0.0053276 0.0461758
## LambdaSenegal_1 -0.771560 0.093368 0.0041756 0.0246691
## LambdaSenegal_2 -0.553139 0.114412 0.0051166 0.0447863
## Lambda`Sierra Leone`_1 0.011657 0.051568 0.0023062 0.0023062
## Lambda`Sierra Leone`_2 -0.014820 0.049881 0.0022308 0.0023960
## Lambda`Cote d'Ivoire`_1 -0.798644 0.095737 0.0042815 0.0318224
## Lambda`Cote d'Ivoire`_2 -0.579120 0.115611 0.0051703 0.0491954
## LambdaGhana_1 0.045135 0.050132 0.0022420 0.0026505
## LambdaGhana_2 -0.023846 0.052724 0.0023579 0.0023579
## LambdaNigeria_1 -0.036381 0.049568 0.0022168 0.0022168
## LambdaNigeria_2 -0.007103 0.051151 0.0022875 0.0022875
## LambdaBenin_1 -0.874367 0.090965 0.0040681 0.0302993
## LambdaBenin_2 -0.552660 0.125027 0.0055914 0.0531057
## LambdaCongo_1 -0.698687 0.098757 0.0044166 0.0365736
## LambdaCongo_2 -0.605863 0.105532 0.0047195 0.0405437
## LambdaKenya_1 -0.264945 0.051016 0.0022815 0.0041705
## LambdaKenya_2 0.106799 0.060837 0.0027207 0.0145533
## LambdaTanzania_1 -0.042655 0.045766 0.0020467 0.0020467
## LambdaTanzania_2 -0.009401 0.048478 0.0021680 0.0021680
## LambdaMozambique_1 -0.108720 0.050774 0.0022707 0.0022707
## LambdaMozambique_2 0.080200 0.052611 0.0023528 0.0040749
## Lambda`South Africa`_1 -0.383568 0.049505 0.0022140 0.0049928
## Lambda`South Africa`_2 0.116093 0.069841 0.0031234 0.0188566
## LambdaZambia_1 -0.040800 0.048535 0.0021706 0.0026860
## LambdaZambia_2 -0.077395 0.050721 0.0022683 0.0022683
## PsiCanada 0.926232 0.057512 0.0025720 0.0025720
## PsiMexico 0.997297 0.063810 0.0028537 0.0028537
## PsiGuatemala 1.003778 0.066838 0.0029891 0.0029891
## Psi`El Salvador` 1.001937 0.062876 0.0028119 0.0028119
## PsiHonduras 1.006383 0.065235 0.0029174 0.0029174
## Psi`Costa Rica` 1.006197 0.065695 0.0029380 0.0029380
## PsiPanama 1.001889 0.064407 0.0028804 0.0026340
## PsiJamaica 0.998743 0.063934 0.0028592 0.0027383
## Psi`Dominican Rep` 1.003139 0.067125 0.0030019 0.0033639
## Psi`Trin/Tobago` 1.009974 0.066928 0.0029931 0.0032108
## PsiColombia 0.996379 0.066298 0.0029649 0.0034001
## PsiVenezuela 0.994788 0.066243 0.0029625 0.0029625
## PsiEcuador 0.997911 0.062000 0.0027727 0.0019986
## PsiPeru 0.997708 0.062230 0.0027830 0.0027830
## PsiChile 0.994355 0.061025 0.0027291 0.0027291
## PsiBrazil 1.004339 0.066401 0.0029695 0.0030818
## PsiParaguay 1.004768 0.064229 0.0028724 0.0025686
## PsiUruguay 0.999900 0.062694 0.0028038 0.0028038
## PsiArgentina 1.005401 0.063053 0.0028198 0.0028198
## PsiEU12 1.003685 0.064537 0.0028862 0.0028862
## PsiSweden 0.345574 0.021971 0.0009826 0.0009826
## PsiNorway 0.266466 0.018084 0.0008087 0.0008087
## PsiFinland 0.235283 0.015157 0.0006778 0.0006010
## PsiDenmark 0.065457 0.004768 0.0002132 0.0002132
## PsiU.K. 0.538866 0.032918 0.0014721 0.0014721
## PsiIreland 0.225798 0.014064 0.0006290 0.0006290
## PsiLuxembourg 0.053544 0.003687 0.0001649 0.0001764
## PsiNetherlands 0.045542 0.003223 0.0001441 0.0001441
## PsiFrance 0.073174 0.004864 0.0002175 0.0002002
## PsiGermany 0.036210 0.003018 0.0001350 0.0001350
## PsiAustria 0.049279 0.003669 0.0001641 0.0001574
## Psi`Czech Rep` 0.710795 0.045226 0.0020226 0.0020226
## PsiHungary 0.844765 0.052154 0.0023324 0.0019165
## PsiSwitzerland 0.888979 0.057240 0.0025599 0.0025599
## PsiPoland 0.994192 0.067047 0.0029984 0.0029984
## PsiRussia 1.000607 0.066836 0.0029890 0.0029890
## PsiSpain 0.305258 0.020441 0.0009141 0.0009141
## PsiPortugal 0.244651 0.015504 0.0006933 0.0007555
## PsiItaly 0.260178 0.017348 0.0007758 0.0008433
## PsiGreece 0.508579 0.030596 0.0013683 0.0013683
## PsiTurkey 0.987996 0.064042 0.0028641 0.0028641
## PsiSyria 1.006230 0.066172 0.0029593 0.0029593
## PsiIsrael 0.941136 0.065627 0.0029349 0.0029349
## PsiJordan 0.873035 0.056443 0.0025242 0.0025242
## PsiKuwait 0.942149 0.063224 0.0028274 0.0028274
## Psi`Saudi Arabia` 0.978191 0.063097 0.0028218 0.0026374
## PsiIndia 0.893036 0.059431 0.0026579 0.0028598
## PsiPakistan 0.989031 0.068922 0.0030823 0.0028732
## PsiBangladesh 0.990462 0.065839 0.0029444 0.0031406
## Psi`Sri Lanka` 0.994158 0.063483 0.0028390 0.0025436
## PsiThailand 0.943247 0.061487 0.0027498 0.0025244
## PsiMalaysia 0.865281 0.054355 0.0024308 0.0024308
## PsiSingapore 0.660684 0.041645 0.0018624 0.0018624
## PsiIndonesia 0.975925 0.059028 0.0026398 0.0026398
## PsiPhilippines 1.003616 0.068667 0.0030709 0.0030709
## Psi`China,PR` 0.551899 0.036405 0.0016281 0.0016281
## PsiKorea 0.976414 0.059230 0.0026488 0.0026488
## Psi`Hong Kong` 0.971730 0.062626 0.0028007 0.0028007
## PsiTaiwan 0.972694 0.061033 0.0027295 0.0027295
## PsiJapan 0.725640 0.045465 0.0020332 0.0018402
## PsiAustralia 0.842621 0.051187 0.0022891 0.0026016
## Psi`New Zealand` 0.976379 0.062534 0.0027966 0.0027966
## PsiMorocco 0.307061 0.020084 0.0008982 0.0008982
## PsiAlgeria 0.865615 0.054927 0.0024564 0.0024564
## PsiTunisia 0.232748 0.016377 0.0007324 0.0007324
## PsiEgypt 1.004463 0.066904 0.0029920 0.0023346
## PsiCameroon 0.108533 0.009402 0.0004205 0.0004205
## PsiSenegal 0.229210 0.016301 0.0007290 0.0007290
## Psi`Sierra Leone` 0.999462 0.064655 0.0028915 0.0028915
## Psi`Cote d'Ivoire` 0.163759 0.012540 0.0005608 0.0005608
## PsiGhana 1.002670 0.062446 0.0027927 0.0027927
## PsiNigeria 0.998364 0.064059 0.0028648 0.0028648
## PsiBenin 0.083794 0.007852 0.0003511 0.0003511
## PsiCongo 0.271027 0.018831 0.0008422 0.0008213
## PsiKenya 0.935778 0.062331 0.0027875 0.0027875
## PsiTanzania 1.006225 0.065413 0.0029253 0.0029143
## PsiMozambique 0.986555 0.063749 0.0028510 0.0028510
## Psi`South Africa` 0.863526 0.060605 0.0027103 0.0027103
## PsiZambia 1.000412 0.064401 0.0028801 0.0028801
##
## 2. Quantiles for each variable:
##
## 2.5% 25% 50% 75%
## LambdaCanada_1 -0.3544490 -2.966e-01 -2.631e-01 -0.229198
## LambdaCanada_2 0.0112669 8.909e-02 1.352e-01 0.176943
## LambdaMexico_1 -0.0006745 6.858e-02 1.032e-01 0.138961
## LambdaMexico_2 -0.1032456 -3.323e-02 -1.973e-05 0.028021
## LambdaGuatemala_1 -0.1537828 -8.863e-02 -5.884e-02 -0.022688
## LambdaGuatemala_2 -0.0865169 -1.783e-02 1.972e-02 0.054320
## Lambda`El Salvador`_1 -0.0411862 2.792e-02 6.086e-02 0.092076
## Lambda`El Salvador`_2 -0.1019508 -3.974e-02 -4.801e-03 0.032928
## LambdaHonduras_1 -0.1114018 -4.622e-02 -1.725e-02 0.014505
## LambdaHonduras_2 -0.0665242 -8.225e-05 3.576e-02 0.071822
## Lambda`Costa Rica`_1 -0.0677910 -1.397e-03 3.386e-02 0.065724
## Lambda`Costa Rica`_2 -0.1390255 -7.507e-02 -4.545e-02 -0.007802
## LambdaPanama_1 -0.1271218 -6.011e-02 -2.779e-02 0.002308
## LambdaPanama_2 -0.0884593 -2.168e-02 1.008e-02 0.044568
## LambdaJamaica_1 -0.1775405 -1.191e-01 -8.638e-02 -0.047419
## LambdaJamaica_2 -0.1083773 -3.412e-02 -3.094e-03 0.031221
## Lambda`Dominican Rep`_1 -0.1334445 -6.074e-02 -2.791e-02 0.003877
## Lambda`Dominican Rep`_2 -0.1071213 -3.821e-02 -9.422e-03 0.025779
## Lambda`Trin/Tobago`_1 -0.1313728 -6.553e-02 -3.442e-02 -0.002270
## Lambda`Trin/Tobago`_2 -0.1199538 -5.832e-02 -2.441e-02 0.011636
## LambdaColombia_1 -0.1751646 -1.132e-01 -7.929e-02 -0.046828
## LambdaColombia_2 -0.0448724 2.063e-02 5.553e-02 0.093759
## LambdaVenezuela_1 -0.1461651 -8.245e-02 -4.549e-02 -0.015591
## LambdaVenezuela_2 -0.0181722 4.802e-02 7.855e-02 0.119991
## LambdaEcuador_1 -0.0926970 -2.533e-02 6.485e-03 0.035497
## LambdaEcuador_2 -0.1636892 -1.044e-01 -7.143e-02 -0.028829
## LambdaPeru_1 -0.1604363 -9.902e-02 -6.638e-02 -0.034841
## LambdaPeru_2 -0.0635145 1.354e-03 3.431e-02 0.066451
## LambdaChile_1 -0.1989742 -1.381e-01 -1.040e-01 -0.077937
## LambdaChile_2 -0.0900883 -2.098e-02 1.727e-02 0.053750
## LambdaBrazil_1 -0.0965203 -3.987e-02 -7.312e-03 0.032259
## LambdaBrazil_2 -0.1050059 -4.563e-02 -1.138e-02 0.024026
## LambdaParaguay_1 -0.1123490 -5.403e-02 -1.767e-02 0.016300
## LambdaParaguay_2 -0.0477357 1.308e-02 4.244e-02 0.074327
## LambdaUruguay_1 -0.0508393 1.098e-02 3.864e-02 0.071931
## LambdaUruguay_2 -0.0794456 -9.172e-03 2.205e-02 0.053420
## LambdaArgentina_1 -0.0990425 -3.965e-02 -9.470e-03 0.026801
## LambdaArgentina_2 -0.0694042 -4.900e-03 2.993e-02 0.064210
## LambdaSweden_1 -0.9388192 -8.668e-01 -8.278e-01 -0.790176
## LambdaSweden_2 0.0600279 1.738e-01 2.470e-01 0.356729
## LambdaNorway_1 -0.9906323 -9.286e-01 -8.992e-01 -0.865621
## LambdaNorway_2 0.0014291 1.134e-01 1.818e-01 0.307073
## LambdaFinland_1 -1.0101061 -9.443e-01 -9.087e-01 -0.877770
## LambdaFinland_2 0.0203811 1.405e-01 2.136e-01 0.336859
## LambdaDenmark_1 -1.1058603 -1.047e+00 -1.015e+00 -0.982021
## LambdaDenmark_2 0.0150683 1.316e-01 2.106e-01 0.352464
## LambdaU.K._1 -0.8060266 -7.442e-01 -7.124e-01 -0.675599
## LambdaU.K._2 -0.0092545 9.204e-02 1.608e-01 0.246317
## LambdaIreland_1 -1.0162721 -9.549e-01 -9.230e-01 -0.891932
## LambdaIreland_2 0.0126250 1.140e-01 1.970e-01 0.321819
## LambdaLuxembourg_1 -1.1109659 -1.055e+00 -1.025e+00 -0.991910
## LambdaLuxembourg_2 -0.0039874 1.199e-01 2.032e-01 0.340446
## LambdaNetherlands_1 -1.1124453 -1.062e+00 -1.027e+00 -0.992259
## LambdaNetherlands_2 -0.0028068 1.188e-01 2.033e-01 0.341115
## LambdaFrance_1 -1.1090790 -1.055e+00 -1.025e+00 -0.992261
## LambdaFrance_2 -0.0720806 5.277e-02 1.302e-01 0.275849
## LambdaGermany_1 -1.1210365 -1.066e+00 -1.033e+00 -0.997822
## LambdaGermany_2 0.0083610 1.237e-01 2.070e-01 0.348327
## LambdaAustria_1 -1.1158079 -1.057e+00 -1.023e+00 -0.991428
## LambdaAustria_2 0.0056880 1.289e-01 2.129e-01 0.350702
## Lambda`Czech Rep`_1 -0.6661161 -5.991e-01 -5.655e-01 -0.530705
## Lambda`Czech Rep`_2 -0.0083865 9.119e-02 1.489e-01 0.215495
## LambdaHungary_1 -0.4869672 -4.323e-01 -3.921e-01 -0.362327
## LambdaHungary_2 0.0353871 1.109e-01 1.577e-01 0.206904
## LambdaSwitzerland_1 -0.4429993 -3.711e-01 -3.361e-01 -0.297146
## LambdaSwitzerland_2 0.0073601 7.397e-02 1.206e-01 0.169848
## LambdaPoland_1 -0.1869789 -1.182e-01 -8.720e-02 -0.051886
## LambdaPoland_2 -0.0941789 -2.343e-02 1.348e-02 0.048285
## LambdaRussia_1 -0.0333456 2.643e-02 5.794e-02 0.092084
## LambdaRussia_2 -0.0937564 -2.792e-02 8.661e-03 0.043482
## LambdaSpain_1 -0.9592766 -9.091e-01 -8.766e-01 -0.842191
## LambdaSpain_2 -0.0014282 1.044e-01 1.863e-01 0.292218
## LambdaPortugal_1 -1.0116816 -9.447e-01 -9.154e-01 -0.881059
## LambdaPortugal_2 -0.0111105 1.050e-01 1.817e-01 0.304854
## LambdaItaly_1 -0.9887158 -9.354e-01 -9.044e-01 -0.871869
## LambdaItaly_2 -0.0147447 1.011e-01 1.810e-01 0.299659
## LambdaGreece_1 -0.8332167 -7.764e-01 -7.478e-01 -0.714730
## LambdaGreece_2 -0.0581172 4.115e-02 1.170e-01 0.212915
## LambdaTurkey_1 -0.2484312 -1.880e-01 -1.526e-01 -0.120859
## LambdaTurkey_2 -0.0598146 7.198e-03 4.357e-02 0.078618
## LambdaSyria_1 -0.1717852 -1.040e-01 -6.751e-02 -0.034971
## LambdaSyria_2 -0.0848530 -2.104e-02 9.129e-03 0.041864
## LambdaIsrael_1 -0.3507120 -2.970e-01 -2.631e-01 -0.231138
## LambdaIsrael_2 -0.0495369 2.803e-02 7.408e-02 0.115353
## LambdaJordan_1 -0.4674033 -4.125e-01 -3.783e-01 -0.345846
## LambdaJordan_2 -0.0896779 -4.981e-03 3.931e-02 0.091795
## LambdaKuwait_1 -0.3619082 -2.978e-01 -2.677e-01 -0.229364
## LambdaKuwait_2 -0.0868327 -9.826e-03 2.781e-02 0.074264
## Lambda`Saudi Arabia`_1 -0.2701047 -2.059e-01 -1.715e-01 -0.138997
## Lambda`Saudi Arabia`_2 -0.1348789 -6.475e-02 -2.440e-02 0.016013
## LambdaIndia_1 -0.4468977 -3.810e-01 -3.473e-01 -0.314988
## LambdaIndia_2 -0.0738334 7.817e-03 5.305e-02 0.096915
## LambdaPakistan_1 -0.2124288 -1.533e-01 -1.172e-01 -0.088966
## LambdaPakistan_2 -0.0859263 -2.072e-02 1.686e-02 0.054338
## LambdaBangladesh_1 -0.2164526 -1.616e-01 -1.273e-01 -0.096818
## LambdaBangladesh_2 -0.0830329 -1.291e-02 2.061e-02 0.054609
## Lambda`Sri Lanka`_1 -0.1943167 -1.156e-01 -8.080e-02 -0.046795
## Lambda`Sri Lanka`_2 -0.0820485 -9.008e-03 2.547e-02 0.062422
## LambdaThailand_1 -0.3484159 -2.901e-01 -2.562e-01 -0.225247
## LambdaThailand_2 -0.0254731 4.675e-02 9.112e-02 0.128351
## LambdaMalaysia_1 -0.4888896 -4.294e-01 -3.995e-01 -0.365187
## LambdaMalaysia_2 -0.1529032 -6.761e-02 -3.037e-02 0.033876
## LambdaSingapore_1 -0.7091760 -6.432e-01 -6.113e-01 -0.572922
## LambdaSingapore_2 -0.0203492 6.607e-02 1.294e-01 0.208636
## LambdaIndonesia_1 -0.2559750 -1.994e-01 -1.704e-01 -0.136444
## LambdaIndonesia_2 -0.0382657 2.851e-02 6.990e-02 0.107295
## LambdaPhilippines_1 -0.0859123 -2.099e-02 1.342e-02 0.043167
## LambdaPhilippines_2 -0.0486881 1.452e-02 4.995e-02 0.083488
## Lambda`China,PR`_1 -0.5595788 -4.350e-01 -3.614e-01 -0.286293
## Lambda`China,PR`_2 -0.7645333 -6.776e-01 -6.331e-01 -0.584108
## LambdaKorea_1 -0.2432103 -1.839e-01 -1.522e-01 -0.117970
## LambdaKorea_2 -0.0020398 6.391e-02 1.007e-01 0.134528
## Lambda`Hong Kong`_1 -0.2832656 -2.212e-01 -1.887e-01 -0.154124
## Lambda`Hong Kong`_2 -0.0764428 -4.205e-03 3.066e-02 0.066957
## LambdaTaiwan_1 -0.2894480 -2.300e-01 -1.989e-01 -0.165524
## LambdaTaiwan_2 -0.0498318 1.502e-02 5.299e-02 0.095545
## LambdaJapan_1 -0.6503203 -5.943e-01 -5.659e-01 -0.532631
## LambdaJapan_2 -0.0859370 -3.106e-03 5.682e-02 0.130593
## LambdaAustralia_1 -0.5042568 -4.378e-01 -4.010e-01 -0.363788
## LambdaAustralia_2 0.0256043 1.113e-01 1.595e-01 0.208101
## Lambda`New Zealand`_1 -0.2886384 -2.167e-01 -1.783e-01 -0.146919
## Lambda`New Zealand`_2 -0.1272668 -5.678e-02 -2.007e-02 0.016971
## LambdaMorocco_1 -0.9680711 -9.100e-01 -8.817e-01 -0.847571
## LambdaMorocco_2 -0.0189376 8.451e-02 1.699e-01 0.286366
## LambdaAlgeria_1 -0.4595525 -3.978e-01 -3.669e-01 -0.334052
## LambdaAlgeria_2 0.0185441 1.014e-01 1.452e-01 0.194610
## LambdaTunisia_1 -1.0124450 -9.620e-01 -9.262e-01 -0.898537
## LambdaTunisia_2 -0.0525361 6.886e-02 1.512e-01 0.276380
## LambdaEgypt_1 -0.0722762 -1.943e-02 1.387e-02 0.046443
## LambdaEgypt_2 -0.0971453 -2.876e-02 5.688e-03 0.036872
## LambdaCameroon_1 -1.0127546 -8.938e-01 -8.289e-01 -0.758283
## LambdaCameroon_2 -0.7878630 -7.007e-01 -6.219e-01 -0.509277
## LambdaSenegal_1 -0.9519098 -8.411e-01 -7.727e-01 -0.709088
## LambdaSenegal_2 -0.7401756 -6.478e-01 -5.701e-01 -0.464987
## Lambda`Sierra Leone`_1 -0.0816307 -2.366e-02 1.245e-02 0.045588
## Lambda`Sierra Leone`_2 -0.1125102 -4.987e-02 -1.569e-02 0.018001
## Lambda`Cote d'Ivoire`_1 -0.9754862 -8.640e-01 -8.009e-01 -0.732635
## Lambda`Cote d'Ivoire`_2 -0.7548846 -6.722e-01 -5.950e-01 -0.491571
## LambdaGhana_1 -0.0613747 1.139e-02 4.775e-02 0.079518
## LambdaGhana_2 -0.1261604 -5.461e-02 -2.558e-02 0.010336
## LambdaNigeria_1 -0.1378856 -6.853e-02 -3.713e-02 -0.002699
## LambdaNigeria_2 -0.1034784 -4.011e-02 -7.626e-03 0.026356
## LambdaBenin_1 -1.0507058 -9.383e-01 -8.746e-01 -0.813245
## LambdaBenin_2 -0.7460271 -6.489e-01 -5.718e-01 -0.446837
## LambdaCongo_1 -0.8859925 -7.708e-01 -6.992e-01 -0.632096
## LambdaCongo_2 -0.7744183 -6.900e-01 -6.202e-01 -0.521230
## LambdaKenya_1 -0.3588975 -2.970e-01 -2.669e-01 -0.231805
## LambdaKenya_2 -0.0083706 6.521e-02 1.032e-01 0.154150
## LambdaTanzania_1 -0.1330135 -7.381e-02 -4.213e-02 -0.010474
## LambdaTanzania_2 -0.1041217 -3.829e-02 -1.063e-02 0.022227
## LambdaMozambique_1 -0.2042056 -1.458e-01 -1.098e-01 -0.076563
## LambdaMozambique_2 -0.0291630 4.397e-02 8.027e-02 0.119213
## Lambda`South Africa`_1 -0.4734229 -4.175e-01 -3.835e-01 -0.350683
## Lambda`South Africa`_2 -0.0100160 6.665e-02 1.131e-01 0.164890
## LambdaZambia_1 -0.1378906 -7.660e-02 -4.220e-02 -0.005397
## LambdaZambia_2 -0.1771731 -1.112e-01 -7.805e-02 -0.042513
## PsiCanada 0.8082808 8.862e-01 9.279e-01 0.963703
## PsiMexico 0.8789765 9.547e-01 9.929e-01 1.039242
## PsiGuatemala 0.8845689 9.596e-01 9.992e-01 1.043291
## Psi`El Salvador` 0.8846962 9.584e-01 9.973e-01 1.039082
## PsiHonduras 0.8905109 9.588e-01 1.003e+00 1.046394
## Psi`Costa Rica` 0.8818590 9.621e-01 1.003e+00 1.043427
## PsiPanama 0.8862803 9.576e-01 9.977e-01 1.043132
## PsiJamaica 0.8834230 9.566e-01 9.944e-01 1.037992
## Psi`Dominican Rep` 0.8848886 9.578e-01 9.977e-01 1.043840
## Psi`Trin/Tobago` 0.8929636 9.646e-01 1.005e+00 1.049156
## PsiColombia 0.8764727 9.521e-01 9.915e-01 1.037901
## PsiVenezuela 0.8752994 9.518e-01 9.929e-01 1.036505
## PsiEcuador 0.8817587 9.536e-01 9.970e-01 1.038603
## PsiPeru 0.8779728 9.565e-01 9.945e-01 1.035094
## PsiChile 0.8853591 9.527e-01 9.905e-01 1.031011
## PsiBrazil 0.8876733 9.564e-01 1.003e+00 1.047896
## PsiParaguay 0.8837707 9.629e-01 9.998e-01 1.047290
## PsiUruguay 0.8862881 9.554e-01 9.929e-01 1.039511
## PsiArgentina 0.8840015 9.631e-01 1.001e+00 1.046840
## PsiEU12 0.8817145 9.596e-01 1.001e+00 1.046415
## PsiSweden 0.3066789 3.299e-01 3.446e-01 0.360280
## PsiNorway 0.2340014 2.553e-01 2.658e-01 0.277567
## PsiFinland 0.2075294 2.247e-01 2.348e-01 0.245925
## PsiDenmark 0.0564996 6.226e-02 6.506e-02 0.068552
## PsiU.K. 0.4776020 5.145e-01 5.370e-01 0.561121
## PsiIreland 0.2004781 2.165e-01 2.248e-01 0.234395
## PsiLuxembourg 0.0467947 5.123e-02 5.345e-02 0.055655
## PsiNetherlands 0.0394269 4.342e-02 4.529e-02 0.047844
## PsiFrance 0.0631403 7.017e-02 7.318e-02 0.076174
## PsiGermany 0.0301754 3.426e-02 3.613e-02 0.037948
## PsiAustria 0.0424857 4.685e-02 4.899e-02 0.051677
## Psi`Czech Rep` 0.6316625 6.783e-01 7.089e-01 0.740272
## PsiHungary 0.7467097 8.088e-01 8.447e-01 0.880102
## PsiSwitzerland 0.7851747 8.469e-01 8.874e-01 0.930875
## PsiPoland 0.8692277 9.509e-01 9.900e-01 1.038972
## PsiRussia 0.8852456 9.541e-01 9.966e-01 1.042392
## PsiSpain 0.2673686 2.921e-01 3.044e-01 0.317903
## PsiPortugal 0.2159604 2.337e-01 2.443e-01 0.255327
## PsiItaly 0.2307855 2.482e-01 2.583e-01 0.270658
## PsiGreece 0.4536872 4.864e-01 5.086e-01 0.528807
## PsiTurkey 0.8605296 9.466e-01 9.869e-01 1.027972
## PsiSyria 0.8813048 9.625e-01 1.003e+00 1.050287
## PsiIsrael 0.8259535 8.941e-01 9.357e-01 0.983955
## PsiJordan 0.7659253 8.358e-01 8.692e-01 0.911849
## PsiKuwait 0.8298691 9.001e-01 9.340e-01 0.983926
## Psi`Saudi Arabia` 0.8631382 9.364e-01 9.787e-01 1.019781
## PsiIndia 0.7845214 8.495e-01 8.918e-01 0.934190
## PsiPakistan 0.8679829 9.366e-01 9.860e-01 1.036630
## PsiBangladesh 0.8725341 9.394e-01 9.895e-01 1.033242
## Psi`Sri Lanka` 0.8678409 9.529e-01 9.879e-01 1.035301
## PsiThailand 0.8304902 9.009e-01 9.392e-01 0.983977
## PsiMalaysia 0.7705362 8.266e-01 8.629e-01 0.901259
## PsiSingapore 0.5803554 6.331e-01 6.577e-01 0.688253
## PsiIndonesia 0.8671705 9.330e-01 9.770e-01 1.012861
## PsiPhilippines 0.8845281 9.538e-01 9.940e-01 1.047988
## Psi`China,PR` 0.4888105 5.269e-01 5.478e-01 0.574413
## PsiKorea 0.8643207 9.358e-01 9.748e-01 1.016416
## Psi`Hong Kong` 0.8611893 9.261e-01 9.716e-01 1.014955
## PsiTaiwan 0.8629510 9.303e-01 9.711e-01 1.012876
## PsiJapan 0.6472602 6.929e-01 7.224e-01 0.757056
## PsiAustralia 0.7527143 8.052e-01 8.403e-01 0.874790
## Psi`New Zealand` 0.8536130 9.369e-01 9.735e-01 1.019881
## PsiMorocco 0.2713885 2.924e-01 3.064e-01 0.318745
## PsiAlgeria 0.7644203 8.263e-01 8.618e-01 0.899598
## PsiTunisia 0.2039437 2.207e-01 2.314e-01 0.244153
## PsiEgypt 0.8827237 9.579e-01 9.980e-01 1.044447
## PsiCameroon 0.0917216 1.020e-01 1.078e-01 0.114919
## PsiSenegal 0.2008205 2.181e-01 2.285e-01 0.239235
## Psi`Sierra Leone` 0.8893523 9.519e-01 9.988e-01 1.042524
## Psi`Cote d'Ivoire` 0.1411035 1.555e-01 1.636e-01 0.171279
## PsiGhana 0.8851621 9.580e-01 1.001e+00 1.045160
## PsiNigeria 0.8850257 9.527e-01 9.953e-01 1.038541
## PsiBenin 0.0693059 7.809e-02 8.376e-02 0.089271
## PsiCongo 0.2374348 2.578e-01 2.706e-01 0.282797
## PsiKenya 0.8242161 8.896e-01 9.351e-01 0.974486
## PsiTanzania 0.8808091 9.638e-01 1.007e+00 1.046842
## PsiMozambique 0.8821074 9.423e-01 9.815e-01 1.031482
## Psi`South Africa` 0.7524550 8.211e-01 8.624e-01 0.905436
## PsiZambia 0.8853311 9.558e-01 9.984e-01 1.041095
## 97.5%
## LambdaCanada_1 -0.16595
## LambdaCanada_2 0.24857
## LambdaMexico_1 0.20109
## LambdaMexico_2 0.10667
## LambdaGuatemala_1 0.03493
## LambdaGuatemala_2 0.11356
## Lambda`El Salvador`_1 0.14555
## Lambda`El Salvador`_2 0.09646
## LambdaHonduras_1 0.07491
## LambdaHonduras_2 0.12980
## Lambda`Costa Rica`_1 0.13673
## Lambda`Costa Rica`_2 0.05365
## LambdaPanama_1 0.06880
## LambdaPanama_2 0.11220
## LambdaJamaica_1 0.01452
## LambdaJamaica_2 0.09995
## Lambda`Dominican Rep`_1 0.05863
## Lambda`Dominican Rep`_2 0.08871
## Lambda`Trin/Tobago`_1 0.05409
## Lambda`Trin/Tobago`_2 0.08140
## LambdaColombia_1 0.03439
## LambdaColombia_2 0.15414
## LambdaVenezuela_1 0.04495
## LambdaVenezuela_2 0.18873
## LambdaEcuador_1 0.10851
## LambdaEcuador_2 0.03937
## LambdaPeru_1 0.01946
## LambdaPeru_2 0.13089
## LambdaChile_1 -0.01571
## LambdaChile_2 0.12898
## LambdaBrazil_1 0.09534
## LambdaBrazil_2 0.08925
## LambdaParaguay_1 0.06642
## LambdaParaguay_2 0.13638
## LambdaUruguay_1 0.14288
## LambdaUruguay_2 0.11564
## LambdaArgentina_1 0.09041
## LambdaArgentina_2 0.12356
## LambdaSweden_1 -0.71811
## LambdaSweden_2 0.48130
## LambdaNorway_1 -0.80308
## LambdaNorway_2 0.44703
## LambdaFinland_1 -0.80810
## LambdaFinland_2 0.46944
## LambdaDenmark_1 -0.91616
## LambdaDenmark_2 0.50273
## LambdaU.K._1 -0.61747
## LambdaU.K._2 0.37327
## LambdaIreland_1 -0.83121
## LambdaIreland_2 0.44934
## LambdaLuxembourg_1 -0.92628
## LambdaLuxembourg_2 0.49233
## LambdaNetherlands_1 -0.92913
## LambdaNetherlands_2 0.49454
## LambdaFrance_1 -0.93852
## LambdaFrance_2 0.41839
## LambdaGermany_1 -0.94110
## LambdaGermany_2 0.50345
## LambdaAustria_1 -0.92739
## LambdaAustria_2 0.49691
## Lambda`Czech Rep`_1 -0.46923
## Lambda`Czech Rep`_2 0.31216
## LambdaHungary_1 -0.28766
## LambdaHungary_2 0.29990
## LambdaSwitzerland_1 -0.22994
## LambdaSwitzerland_2 0.25618
## LambdaPoland_1 0.01321
## LambdaPoland_2 0.10705
## LambdaRussia_1 0.14895
## LambdaRussia_2 0.11242
## LambdaSpain_1 -0.79055
## LambdaSpain_2 0.42867
## LambdaPortugal_1 -0.82168
## LambdaPortugal_2 0.43670
## LambdaItaly_1 -0.80455
## LambdaItaly_2 0.42701
## LambdaGreece_1 -0.65325
## LambdaGreece_2 0.32929
## LambdaTurkey_1 -0.05448
## LambdaTurkey_2 0.15126
## LambdaSyria_1 0.02804
## LambdaSyria_2 0.10265
## LambdaIsrael_1 -0.17128
## LambdaIsrael_2 0.20576
## LambdaJordan_1 -0.29427
## LambdaJordan_2 0.17476
## LambdaKuwait_1 -0.17075
## LambdaKuwait_2 0.14954
## Lambda`Saudi Arabia`_1 -0.07697
## Lambda`Saudi Arabia`_2 0.08271
## LambdaIndia_1 -0.25657
## LambdaIndia_2 0.18610
## LambdaPakistan_1 -0.02779
## LambdaPakistan_2 0.12423
## LambdaBangladesh_1 -0.03075
## LambdaBangladesh_2 0.13099
## Lambda`Sri Lanka`_1 0.01337
## Lambda`Sri Lanka`_2 0.13261
## LambdaThailand_1 -0.15481
## LambdaThailand_2 0.20457
## LambdaMalaysia_1 -0.30414
## LambdaMalaysia_2 0.12139
## LambdaSingapore_1 -0.51563
## LambdaSingapore_2 0.32418
## LambdaIndonesia_1 -0.07886
## LambdaIndonesia_2 0.17925
## LambdaPhilippines_1 0.10390
## LambdaPhilippines_2 0.14115
## Lambda`China,PR`_1 -0.17250
## Lambda`China,PR`_2 -0.49230
## LambdaKorea_1 -0.05892
## LambdaKorea_2 0.20148
## Lambda`Hong Kong`_1 -0.09024
## Lambda`Hong Kong`_2 0.15432
## LambdaTaiwan_1 -0.09898
## LambdaTaiwan_2 0.16846
## LambdaJapan_1 -0.47299
## LambdaJapan_2 0.23194
## LambdaAustralia_1 -0.29677
## LambdaAustralia_2 0.30251
## Lambda`New Zealand`_1 -0.08162
## Lambda`New Zealand`_2 0.09030
## LambdaMorocco_1 -0.78540
## LambdaMorocco_2 0.42126
## LambdaAlgeria_1 -0.26387
## LambdaAlgeria_2 0.27734
## LambdaTunisia_1 -0.83674
## LambdaTunisia_2 0.41636
## LambdaEgypt_1 0.11105
## LambdaEgypt_2 0.10224
## LambdaCameroon_1 -0.62508
## LambdaCameroon_2 -0.38156
## LambdaSenegal_1 -0.58242
## LambdaSenegal_2 -0.32734
## Lambda`Sierra Leone`_1 0.11491
## Lambda`Sierra Leone`_2 0.08393
## Lambda`Cote d'Ivoire`_1 -0.60894
## Lambda`Cote d'Ivoire`_2 -0.33854
## LambdaGhana_1 0.14675
## LambdaGhana_2 0.08356
## LambdaNigeria_1 0.06212
## LambdaNigeria_2 0.09411
## LambdaBenin_1 -0.69057
## LambdaBenin_2 -0.31277
## LambdaCongo_1 -0.51092
## LambdaCongo_2 -0.40018
## LambdaKenya_1 -0.16072
## LambdaKenya_2 0.21727
## LambdaTanzania_1 0.04670
## LambdaTanzania_2 0.08349
## LambdaMozambique_1 -0.00580
## LambdaMozambique_2 0.17795
## Lambda`South Africa`_1 -0.28598
## Lambda`South Africa`_2 0.24625
## LambdaZambia_1 0.05097
## LambdaZambia_2 0.02378
## PsiCanada 1.05030
## PsiMexico 1.12223
## PsiGuatemala 1.14352
## Psi`El Salvador` 1.13067
## PsiHonduras 1.14572
## Psi`Costa Rica` 1.15145
## PsiPanama 1.13685
## PsiJamaica 1.14292
## Psi`Dominican Rep` 1.15212
## Psi`Trin/Tobago` 1.14559
## PsiColombia 1.13833
## PsiVenezuela 1.12747
## PsiEcuador 1.12335
## PsiPeru 1.12582
## PsiChile 1.12982
## PsiBrazil 1.13696
## PsiParaguay 1.13962
## PsiUruguay 1.12966
## PsiArgentina 1.13028
## PsiEU12 1.12813
## PsiSweden 0.38745
## PsiNorway 0.30176
## PsiFinland 0.26474
## PsiDenmark 0.07502
## PsiU.K. 0.60861
## PsiIreland 0.25598
## PsiLuxembourg 0.06134
## PsiNetherlands 0.05211
## PsiFrance 0.08276
## PsiGermany 0.04278
## PsiAustria 0.05675
## Psi`Czech Rep` 0.79869
## PsiHungary 0.94919
## PsiSwitzerland 0.99984
## PsiPoland 1.13129
## PsiRussia 1.12941
## PsiSpain 0.34693
## PsiPortugal 0.27617
## PsiItaly 0.29719
## PsiGreece 0.56818
## PsiTurkey 1.11848
## PsiSyria 1.13615
## PsiIsrael 1.08095
## PsiJordan 0.98928
## PsiKuwait 1.06937
## Psi`Saudi Arabia` 1.10795
## PsiIndia 1.01075
## PsiPakistan 1.12740
## PsiBangladesh 1.13082
## Psi`Sri Lanka` 1.11952
## PsiThailand 1.06937
## PsiMalaysia 0.97824
## PsiSingapore 0.75368
## PsiIndonesia 1.10361
## PsiPhilippines 1.15467
## Psi`China,PR` 0.63279
## PsiKorea 1.09488
## Psi`Hong Kong` 1.09677
## PsiTaiwan 1.09899
## PsiJapan 0.81327
## PsiAustralia 0.96069
## Psi`New Zealand` 1.10291
## PsiMorocco 0.35083
## PsiAlgeria 0.97918
## PsiTunisia 0.26595
## PsiEgypt 1.14564
## PsiCameroon 0.12831
## PsiSenegal 0.26321
## Psi`Sierra Leone` 1.13351
## Psi`Cote d'Ivoire` 0.19112
## PsiGhana 1.12164
## PsiNigeria 1.11776
## PsiBenin 0.09859
## PsiCongo 0.31139
## PsiKenya 1.06131
## PsiTanzania 1.13649
## PsiMozambique 1.12041
## Psi`South Africa` 0.98498
## PsiZambia 1.13105